{"@context":"https://schema.org","@type":"Dataset","name":"The Verinode Score: public readings","description":"Independent capability readings for restoration software, computed from the public record. Operators define which capabilities count and how much each weighs; Verinode Research maps each vendor against them on dated evidence. The score is a weighted total, not a verdict.","url":"https://research.verinode.ai/scores.json","license":"https://creativecommons.org/licenses/by/4.0/","creator":{"@type":"Organization","name":"Verinode Research","url":"https://verinode.ai/research"},"isAccessibleForFree":true,"citation":{"attribution":"Verinode Research","format":"Verinode Score, [vendor], [category], [Month YYYY], [provisional or final]","note":"Every reading carries computedAt and a provisional flag. They qualify the number and travel with it: a score quoted without them is quoted wrong. Link to the methodology where a link is possible.","methodology":"https://verinode.ai/software/methodology","humanReadable":"https://research.verinode.ai/scores"},"coverage":{"scope":"Restoration software only. Verinode Research also scores equipment, materials, insurance and services for members, but the capability rubric published here is built for software and those readings are not part of this dataset.","publishedVendorTypes":["software"],"publishedDimensions":["market_trust","integration_ecosystem","switching_cost","ai_innovation","risk_compliance","industry_alignment","operational_fit","vendor_trajectory","esg"],"withheldDimensions":["cost_position","peer_intelligence"],"withheldReason":"Cost position (what peer operators actually pay) and peer intelligence (how operators running a tool rate it) are built from operator contributions. They are available to Verinode members and are not licensed for reuse. Not because they are the secret, but because they are not Verinode's to give away. The composite published here is recomputed over the published dimensions rather than derived from the member score, so the withheld figures cannot be recovered from it.","evidenceBar":"Every reading in this dataset clears a minimum evidence bar. A vendor whose capability set is too thinly evidenced to read honestly is absent rather than annotated, so this is not a complete list of tools in a category. Per-vendor confidence and coverage figures are internal completeness measures and are not published.","limitation":"A reading assesses capability as evidenced in the public record and vendor documentation, not capability as experienced in production. Capability testing against a published rubric is on the roadmap and is not reflected here. A reading stays provisional until its category is both operator-weighted and peer-rated.","independence":"No vendor pays for placement, sponsorship, or scoring influence. Verinode Research is funded by operator membership and takes no vendor advertising."},"generatedAt":"2026-09-08T17:52:00.361Z","count":152,"scores":[{"vendor":"Rippling","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":8.7,"scoreLabel":null,"provisional":true,"productCapability":3.8,"computedAt":"2026-07-11T16:50:38.144+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.89,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":3.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.69,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.68,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Birdeye","category":"Marketing Automation","categorySlug":"marketing_automation","score":9.2,"scoreLabel":null,"provisional":true,"productCapability":4.4,"computedAt":"2026-07-11T16:50:40.043+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.14,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":1.62,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.94,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":4.8,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.8,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":3.25,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Stripe","category":"Payment Processing","categorySlug":"payment_processing","score":9,"scoreLabel":null,"provisional":true,"productCapability":4.5,"computedAt":"2026-07-11T16:50:32.428+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.69,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.33,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.89,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.25,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4.35,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. 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Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.13,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.15,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.04,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":4.5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.74,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4.61,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Leap","category":"CRM","categorySlug":"crm","score":8.2,"scoreLabel":null,"provisional":true,"productCapability":3.5,"computedAt":"2026-07-11T16:50:38.995+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.21,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.4,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":2.19,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.44,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Restoration Manager","category":"Job Management / ERP","categorySlug":"job_management_erp","score":8.3,"scoreLabel":null,"provisional":true,"productCapability":3.7,"computedAt":"2026-07-11T16:50:28.889+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.73,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.55,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":2.35,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.94,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":4.55,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.59,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":5,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"ADP","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":8.3,"scoreLabel":null,"provisional":true,"productCapability":3.8,"computedAt":"2026-07-11T16:50:37.397+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.75,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":2.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.58,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.87,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"EagleView","category":"Roof Measurement & Aerial Imagery","categorySlug":"roof_measurement_aerial","score":7.9,"scoreLabel":null,"provisional":true,"productCapability":3.6,"computedAt":"2026-07-11T16:50:34.72+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.6,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.77,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":1.92,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.94,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":4.66,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":3.42,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"magicplan","category":"Field Documentation","categorySlug":"field_documentation","score":8.8,"scoreLabel":null,"provisional":true,"productCapability":4.1,"computedAt":"2026-07-11T16:51:00.697+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.96,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.7,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.58,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.94,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.9,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4.39,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Square","category":"Payment Processing","categorySlug":"payment_processing","score":8.5,"scoreLabel":null,"provisional":true,"productCapability":4,"computedAt":"2026-07-11T16:50:32.364+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.88,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":3.75,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.31,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.09,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"PSA (Canam Systems)","category":"Job Management / ERP","categorySlug":"job_management_erp","score":7.6,"scoreLabel":null,"provisional":true,"productCapability":3.3,"computedAt":"2026-07-11T16:50:34.12+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.78,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":3.54,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":2.32,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":4.5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.69,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":5,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Trainual","category":"Training & Knowledge Software","categorySlug":"training_knowledge_software","score":8.3,"scoreLabel":null,"provisional":true,"productCapability":3.5,"computedAt":"2026-07-11T16:50:42.906+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.82,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":3,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.74,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.12,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Clean Claims","category":"Field Documentation","categorySlug":"field_documentation","score":8.6,"scoreLabel":null,"provisional":true,"productCapability":3.9,"computedAt":"2026-07-11T16:51:01.475+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":null,"weight":0.08,"excluded":true,"exclusionReason":"No public reviews on file yet. 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This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Xero","category":"Accounting Software","categorySlug":"accounting_bookkeeping","score":8.2,"scoreLabel":null,"provisional":true,"productCapability":3.5,"computedAt":"2026-07-11T16:51:00.954+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.72,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":2.07,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":5,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.12,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":2,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Sage Intacct","category":"Accounting Software","categorySlug":"accounting_bookkeeping","score":8.1,"scoreLabel":null,"provisional":true,"productCapability":3.9,"computedAt":"2026-07-11T16:50:37.117+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":4.29,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":3.61,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Xcelerate","category":"Job Management / ERP","categorySlug":"job_management_erp","score":7.5,"scoreLabel":null,"provisional":true,"productCapability":3.4,"computedAt":"2026-07-11T16:50:29.568+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":null,"weight":0.08,"excluded":true,"exclusionReason":"No public reviews on file yet. 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Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":2.69,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.17,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.63,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. 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This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.43,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. 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This fills in automatically as it arrives."},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":3.25,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Kahi","category":"Remote Monitoring","categorySlug":"remote_monitoring","score":9.2,"scoreLabel":null,"provisional":true,"productCapability":3.9,"computedAt":"2026-07-11T16:51:01.212+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This fills in automatically as it arrives."},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"QuickBooks Online","category":"Accounting Software","categorySlug":"accounting_bookkeeping","score":8.8,"scoreLabel":null,"provisional":true,"productCapability":4.6,"computedAt":"2026-07-11T16:50:36.611+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.61,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. This fills in automatically as it arrives."},{"key":"ai_innovation","label":"AI & Innovation","score":4.77,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.93,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":4.25,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":3.21,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Whale","category":"Training & Knowledge Software","categorySlug":"training_knowledge_software","score":8,"scoreLabel":null,"provisional":true,"productCapability":3.6,"computedAt":"2026-07-11T16:50:42.973+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.05,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":3.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.58,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.69,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Jobber","category":"Workforce & Scheduling","categorySlug":"workforce_scheduling","score":7.8,"scoreLabel":null,"provisional":true,"productCapability":4.6,"computedAt":"2026-07-11T16:50:35.851+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.65,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.79,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":null,"weight":0.09,"excluded":true,"exclusionReason":"Verinode has not gathered AI and innovation signals for this vendor yet. This fills in automatically as the data arrives."},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":2.4,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.23,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Hover","category":"Roof Measurement & Aerial Imagery","categorySlug":"roof_measurement_aerial","score":7.2,"scoreLabel":null,"provisional":true,"productCapability":2.5,"computedAt":"2026-07-11T16:51:00.406+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.16,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":1.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":2.35,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.04,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.52,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"DocuSketch","category":"Field Documentation","categorySlug":"field_documentation","score":8.4,"scoreLabel":null,"provisional":true,"productCapability":4.1,"computedAt":"2026-07-11T16:50:27.801+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":3.49,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Contractor Foreman","category":"Job Management / ERP","categorySlug":"job_management_erp","score":7.6,"scoreLabel":null,"provisional":true,"productCapability":2.9,"computedAt":"2026-07-11T20:20:00.459+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.5,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":2.67,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":2.35,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.04,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.27,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":5,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Symbility","category":"Estimating Software","categorySlug":"estimating_software","score":7.8,"scoreLabel":null,"provisional":true,"productCapability":3.3,"computedAt":"2026-07-11T16:50:29.51+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":2.92,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":2.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.69,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.94,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":4.08,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"GAF QuickMeasure","category":"Roof Measurement & Aerial Imagery","categorySlug":"roof_measurement_aerial","score":8,"scoreLabel":null,"provisional":true,"productCapability":3.6,"computedAt":"2026-07-11T16:50:35.261+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.16,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Wrapbook","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":8.1,"scoreLabel":null,"provisional":true,"productCapability":3.6,"computedAt":"2026-07-11T16:50:38.42+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.41,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.42,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.17,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. 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This fills in automatically as it arrives."},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":5,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. 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Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.48,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.17,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.31,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.94,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":2.43,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.72,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. 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Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.71,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.29,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.42,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.19,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"BambooHR","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":7.3,"scoreLabel":null,"provisional":true,"productCapability":2.4,"computedAt":"2026-07-11T16:50:38.079+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.64,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. This fills in automatically as it arrives."},{"key":"ai_innovation","label":"AI & Innovation","score":1.62,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":4.93,"weight":0.08,"excluded":false},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":3.69,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"iRoofing","category":"Roof Measurement & Aerial Imagery","categorySlug":"roof_measurement_aerial","score":7.5,"scoreLabel":null,"provisional":true,"productCapability":3.1,"computedAt":"2026-07-11T16:50:35.235+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.81,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":2.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.42,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.64,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4.65,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"SurePayroll by Paychex","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":7.9,"scoreLabel":null,"provisional":true,"productCapability":3.4,"computedAt":"2026-07-11T16:50:37.868+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.28,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":2.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.26,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.43,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Tango","category":"Training & Knowledge Software","categorySlug":"training_knowledge_software","score":8.1,"scoreLabel":null,"provisional":true,"productCapability":3.6,"computedAt":"2026-07-11T16:50:43.433+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.58,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":3.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.15,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Paystand","category":"Payment Processing","categorySlug":"payment_processing","score":7.6,"scoreLabel":null,"provisional":true,"productCapability":3.1,"computedAt":"2026-07-11T16:50:33.004+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":3.27,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Estimate Rocket","category":"Estimating Software","categorySlug":"estimating_software","score":7.6,"scoreLabel":null,"provisional":true,"productCapability":3.3,"computedAt":"2026-07-11T16:50:30.329+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.98,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.33,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.15,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":1.88,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Remote","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":8.4,"scoreLabel":null,"provisional":true,"productCapability":3.9,"computedAt":"2026-07-11T16:50:38.465+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.46,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.33,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.42,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":2.43,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4.35,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"LEVLR","category":"Estimating Software","categorySlug":"estimating_software","score":8.2,"scoreLabel":null,"provisional":true,"productCapability":3.8,"computedAt":"2026-07-11T16:50:29.567+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":null,"weight":0.08,"excluded":true,"exclusionReason":"No public reviews on file yet. Market Trust activates once Verinode has review data for this vendor; its weight redistributes across the dimensions we can score."},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":4.17,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":3.88,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":2.81,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Scribe","category":"Training & Knowledge Software","categorySlug":"training_knowledge_software","score":8,"scoreLabel":null,"provisional":true,"productCapability":3.5,"computedAt":"2026-07-11T16:50:43.366+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"ClockShark","category":"Workforce & Scheduling","categorySlug":"workforce_scheduling","score":6.9,"scoreLabel":null,"provisional":true,"productCapability":2.6,"computedAt":"2026-07-11T16:50:36.353+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.75,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. 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This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":3.96,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"SafetyCulture","category":"Safety & Compliance Software","categorySlug":"safety_compliance_software","score":6.6,"scoreLabel":null,"provisional":true,"productCapability":2.5,"computedAt":"2026-07-11T16:50:43.477+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.34,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. 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This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Metabase","category":"Business Intelligence & Analytics","categorySlug":"business_intelligence","score":6.1,"scoreLabel":null,"provisional":true,"productCapability":2.3,"computedAt":"2026-07-11T16:50:42.581+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.13,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. 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This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":1.91,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Close CRM","category":"CRM","categorySlug":"crm","score":6.3,"scoreLabel":null,"provisional":true,"productCapability":2.3,"computedAt":"2026-07-11T16:50:39.188+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.63,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. This fills in automatically as it arrives."},{"key":"ai_innovation","label":"AI & Innovation","score":1.62,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":3.37,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":5,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Slash","category":"Payment Processing","categorySlug":"payment_processing","score":7.3,"scoreLabel":null,"provisional":true,"productCapability":3.1,"computedAt":"2026-07-11T16:50:32.506+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"CompanyCam","category":"Field Documentation","categorySlug":"field_documentation","score":7.3,"scoreLabel":null,"provisional":true,"productCapability":2.5,"computedAt":"2026-07-11T16:51:00.413+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"PlanSwift","category":"Estimating Software","categorySlug":"estimating_software","score":7.4,"scoreLabel":null,"provisional":true,"productCapability":3.1,"computedAt":"2026-07-11T16:50:31.148+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.5,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":2.5,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":4.42,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Spectora","category":"Field Documentation","categorySlug":"field_documentation","score":6.3,"scoreLabel":null,"provisional":true,"productCapability":2.8,"computedAt":"2026-07-11T20:19:58.699+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Cinderblock","category":"Estimating Software","categorySlug":"estimating_software","score":6.3,"scoreLabel":null,"provisional":true,"productCapability":2.4,"computedAt":"2026-07-11T16:50:31.655+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":null,"weight":0.08,"excluded":true,"exclusionReason":"No public reviews on file yet. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Zoom","category":"Communication & Collaboration","categorySlug":"communication_collaboration","score":7.3,"scoreLabel":null,"provisional":true,"productCapability":1.6,"computedAt":"2026-07-11T16:50:47.263+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.68,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. 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This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Globalli","category":"HR & Payroll Software","categorySlug":"hr_payroll_software","score":6.7,"scoreLabel":null,"provisional":true,"productCapability":2.7,"computedAt":"2026-07-11T16:50:38.854+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Salesforce","category":"CRM","categorySlug":"crm","score":7.3,"scoreLabel":null,"provisional":true,"productCapability":1.6,"computedAt":"2026-07-11T16:50:47.175+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":4.58,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. 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This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"RSMeans Data","category":"Estimating Software","categorySlug":"estimating_software","score":6.9,"scoreLabel":null,"provisional":true,"productCapability":2.8,"computedAt":"2026-07-11T16:50:30.524+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. 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This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":1.8,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Oracle Textura","category":"Payment Processing","categorySlug":"payment_processing","score":4.8,"scoreLabel":null,"provisional":true,"productCapability":2,"computedAt":"2026-07-11T16:50:33.184+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.13,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. This fills in automatically as it arrives."},{"key":"ai_innovation","label":"AI & Innovation","score":1.62,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":2.57,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"EZinspections","category":"Field Documentation","categorySlug":"field_documentation","score":4.6,"scoreLabel":null,"provisional":true,"productCapability":1.8,"computedAt":"2026-07-11T16:50:27.916+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.32,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. This fills in automatically as it arrives."},{"key":"ai_innovation","label":"AI & Innovation","score":1.62,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":2.12,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Sage Estimating","category":"Estimating Software","categorySlug":"estimating_software","score":5.9,"scoreLabel":null,"provisional":true,"productCapability":2.7,"computedAt":"2026-07-11T16:50:31.592+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":3.85,"weight":0.08,"excluded":false},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":null,"weight":0.1,"excluded":true,"exclusionReason":"Verinode has not gathered integration data for this vendor yet. This fills in automatically as it arrives."},{"key":"ai_innovation","label":"AI & Innovation","score":3.33,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":null,"weight":0.12,"excluded":true,"exclusionReason":"Verinode has not gathered industry-alignment data for this vendor yet. This fills in automatically as it arrives."},{"key":"operational_fit","label":"Operational Fit","score":1.69,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":4,"weight":0,"excluded":false},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."},{"vendor":"Housing Developer Pro","category":"Estimating Software","categorySlug":"estimating_software","score":4.7,"scoreLabel":null,"provisional":true,"productCapability":1.2,"computedAt":"2026-07-11T16:50:31.823+00:00","license":"https://creativecommons.org/licenses/by/4.0/","dimensions":[{"key":"switching_cost","label":"Switching Cost","score":null,"weight":0.07,"excluded":true,"exclusionReason":"No switching cost data available. Add a switchability rating or contract renewal date to activate this dimension."},{"key":"market_trust","label":"Market Trust","score":null,"weight":0.08,"excluded":true,"exclusionReason":"No public reviews on file yet. Market Trust activates once Verinode has review data for this vendor; its weight redistributes across the dimensions we can score."},{"key":"integration_ecosystem","label":"Integration & Ecosystem","score":1,"weight":0.1,"excluded":false},{"key":"ai_innovation","label":"AI & Innovation","score":1.35,"weight":0.09,"excluded":false},{"key":"risk_compliance","label":"Risk & Compliance","score":null,"weight":0.08,"excluded":true,"exclusionReason":"Verinode has not gathered security and compliance data for this vendor yet. This fills in automatically as it arrives."},{"key":"industry_alignment","label":"Industry Alignment","score":5,"weight":0.12,"excluded":false},{"key":"operational_fit","label":"Operational Fit","score":1.24,"weight":0.08,"excluded":false},{"key":"vendor_trajectory","label":"Vendor Trajectory","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered trajectory signals for this vendor yet. This fills in automatically as it arrives."},{"key":"esg","label":"ESG & Sustainability","score":null,"weight":0,"excluded":true,"exclusionReason":"Verinode has not gathered sustainability data for this vendor yet. This fills in automatically as it arrives."}],"withheld":["cost_position","peer_intelligence"],"withheldNote":"Two dimensions are excluded from this public reading: cost position (what peer operators actually pay) and peer intelligence (how operators running the tool rate it). Both are built from operator contributions and are available to Verinode members. This score is computed from the public record only, and the composite is recomputed over the published dimensions rather than derived from the member score."}]}