{"status":"ok","category":{"id":"3e15f0ea-dab8-4e1f-8612-08147ced1b1b","slug":"project-management-for-construction","label":"Project management for construction"},"window":{"weeks":4,"from":"2026-08-21T20:01:07.366Z","to":"2026-09-18T20:01:07.366Z","prior_from":"2026-07-24T20:01:07.366Z"},"sample_size":40,"prior_sample_size":64,"independent_sample_size":40,"prior_independent_sample_size":64,"min_sample":20,"engine_samples":{"grok":{"runs":8,"last_run_at":"2026-08-28T06:45:35.952731+00:00"},"gemini":{"runs":8,"last_run_at":"2026-08-28T06:45:11.022701+00:00"},"openai":{"runs":8,"last_run_at":"2026-08-28T06:45:03.736865+00:00"},"anthropic":{"runs":8,"last_run_at":"2026-08-29T06:00:47.776397+00:00"},"perplexity":{"runs":8,"last_run_at":"2026-08-28T06:44:56.619651+00:00"}},"volatility":{"score":null},"integrity":null,"entries":[{"index_product_id":"ca826113-b150-45b2-b070-1303f7565702","name":"Procore","domain":"procore.com","recommendation_share":72.5,"ci_low":57.2,"ci_high":83.9,"mention_runs":29,"first_rec_runs":12,"first_rec_rate":41.4,"avg_position":5.4,"all_mention_runs":35,"mention_rate":87.5,"mention_breakdown":{"legacy":0,"listed":11,"context":5,"recommended":18,"warned_against":1},"per_engine":{"grok":{"runs":8,"share":75,"mentions":6},"gemini":{"runs":8,"share":50,"mentions":4},"openai":{"runs":8,"share":62.5,"mentions":5},"anthropic":{"runs":8,"share":87.5,"mentions":7},"perplexity":{"runs":8,"share":87.5,"mentions":7}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":9.4,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"unlimited-data","value":"Unlimited Data"},"source_url":"https://www.procore.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"unlimited-users","value":"Unlimited Users"},"source_url":"https://www.procore.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"project-lifecycle-management","value":"Project Lifecycle Management"},"source_url":"https://www.procore.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"resource-management","value":"Resource Management"},"source_url":"https://www.procore.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"cost-management","value":"Cost Management"},"source_url":"https://www.procore.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"project-execution","value":"Project Execution"},"source_url":"https://www.procore.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"procore-ai","value":"Procore AI"},"source_url":"https://www.procore.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"unlimited-24-7-support","value":"Unlimited 24/7 Support"},"source_url":"https://www.procore.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"cloud-based-platform","value":"Cloud-based Platform"},"source_url":"https://www.procore.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"687e7f98-03af-4b4f-9067-b7710b0493e1","name":"Fieldwire","domain":"fieldwire.com","recommendation_share":67.5,"ci_low":52,"ci_high":79.9,"mention_runs":27,"first_rec_runs":1,"first_rec_rate":3.7,"avg_position":8.3,"all_mention_runs":33,"mention_rate":82.5,"mention_breakdown":{"legacy":0,"listed":13,"context":6,"recommended":14,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":75,"mentions":6},"gemini":{"runs":8,"share":75,"mentions":6},"openai":{"runs":8,"share":50,"mentions":4},"anthropic":{"runs":8,"share":62.5,"mentions":5},"perplexity":{"runs":8,"share":75,"mentions":6}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.1,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"plan-viewing","value":"Plan viewing"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"task-management","value":"Task management"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"specifications","value":"Specifications"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"files-and-photos","value":"Files and photos"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"checklists","value":"Checklists"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"reports-and-exports","value":"Reports and exports"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"sheet-compare","value":"Sheet compare"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"custom-forms","value":"Custom forms"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"bim-viewer","value":"BIM viewer"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"rfis","value":"RFIs"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"submittals","value":"Submittals"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"change-orders","value":"Change Orders"},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"box","value":"Box"},"source_url":"https://www.fieldwire.com/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"dropbox","value":"Dropbox"},"source_url":"https://www.fieldwire.com/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://www.fieldwire.com/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://www.fieldwire.com/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"android","value":"Android"},"source_url":"https://www.fieldwire.com/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"pro","plan":"Pro","monthly_usd":39},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"business","plan":"Business","monthly_usd":64},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"business-plus","plan":"Business Plus","monthly_usd":89},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"basic","plan":"Basic","free_tier":true,"monthly_usd":0},"source_url":"https://www.fieldwire.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}]}},{"index_product_id":"1f1330cd-addc-4f56-841b-15b4e7dbe42a","name":"Contractor Foreman","domain":"contractorforeman.com","recommendation_share":52.5,"ci_low":37.5,"ci_high":67.1,"mention_runs":21,"first_rec_runs":5,"first_rec_rate":23.8,"avg_position":6.1,"all_mention_runs":22,"mention_rate":55,"mention_breakdown":{"legacy":0,"listed":14,"context":1,"recommended":7,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":62.5,"mentions":5},"gemini":{"runs":8,"share":50,"mentions":4},"openai":{"runs":8,"share":50,"mentions":4},"anthropic":{"runs":8,"share":37.5,"mentions":3},"perplexity":{"runs":8,"share":62.5,"mentions":5}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":9.4,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"64a57a76-2886-43dc-93c9-3da297618623","name":"Buildertrend","domain":"buildertrend.com","recommendation_share":50,"ci_low":35.2,"ci_high":64.8,"mention_runs":20,"first_rec_runs":2,"first_rec_rate":10,"avg_position":7.2,"all_mention_runs":28,"mention_rate":70,"mention_breakdown":{"legacy":0,"listed":9,"context":8,"recommended":11,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":62.5,"mentions":5},"gemini":{"runs":8,"share":62.5,"mentions":5},"openai":{"runs":8,"share":50,"mentions":4},"anthropic":{"runs":8,"share":25,"mentions":2},"perplexity":{"runs":8,"share":50,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":15.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"bfd47cd5-9301-4328-9f6d-b20b05a3b260","name":"Autodesk Construction Cloud","domain":"autodesk.co.jp","recommendation_share":42.5,"ci_low":28.5,"ci_high":57.8,"mention_runs":17,"first_rec_runs":1,"first_rec_rate":5.9,"avg_position":5.6,"all_mention_runs":23,"mention_rate":57.5,"mention_breakdown":{"legacy":0,"listed":8,"context":6,"recommended":9,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":8,"share":37.5,"mentions":3},"openai":{"runs":8,"share":50,"mentions":4},"anthropic":{"runs":8,"share":50,"mentions":4},"perplexity":{"runs":8,"share":37.5,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d1a065ff-c139-4918-8978-d06331d89731","name":"QuickBooks","domain":"quickbooks.intuit.com","recommendation_share":25,"ci_low":14.2,"ci_high":40.2,"mention_runs":10,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.6,"all_mention_runs":11,"mention_rate":27.5,"mention_breakdown":{"legacy":0,"listed":7,"context":1,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":8,"share":12.5,"mentions":1},"openai":{"runs":8,"share":62.5,"mentions":5},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.8,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"payroll","value":"Payroll"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"intuit-intelligence","value":"Intuit Intelligence"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"time-tracking","value":"Time tracking"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"automated-bookkeeping","value":"Automated bookkeeping"},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"invoice-and-get-paid","value":"Invoice and get paid"},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"mailchimp","value":"Mailchimp"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"shopify","value":"Shopify"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"square","value":"Square"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"paypal","value":"PayPal"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"mobile-app","value":"Mobile app"},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"web","value":"Web"},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"essentials","plan":"Essentials","monthly_usd":42.5},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"plus","plan":"Plus","monthly_usd":70},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"advanced","plan":"Advanced","monthly_usd":170},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"simple-start","plan":"Simple Start","monthly_usd":19},"source_url":"https://quickbooks.intuit.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"5d3d601a-1571-4b66-8f0e-ee9d31195cfa","name":"JobTread","domain":"jobtread.com","recommendation_share":25,"ci_low":14.2,"ci_high":40.2,"mention_runs":10,"first_rec_runs":3,"first_rec_rate":30,"avg_position":5.1,"all_mention_runs":11,"mention_rate":27.5,"mention_breakdown":{"legacy":0,"listed":7,"context":1,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":8,"share":25,"mentions":2},"openai":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":25,"mentions":2},"perplexity":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"construction-crm","value":"Construction CRM"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"estimating-takeoff","value":"Estimating Takeoff"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"contracts-esignatures","value":"Contracts & eSignatures"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"tasks-scheduling","value":"Tasks & Scheduling"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"time-tracking","value":"Time Tracking"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"daily-logs","value":"Daily Logs"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"job-costing","value":"Job Costing"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"change-orders","value":"Change Orders"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"customer-invoices","value":"Customer Invoices"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"customer-portals","value":"Customer Portals"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"collect-online-payments","value":"Collect Online Payments"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"warranty-management","value":"Warranty Management"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"quickbooks-online","value":"QuickBooks Online"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"ai-connector","value":"AI Connector"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"zapier","value":"Zapier"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"companycam","value":"CompanyCam"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"eagleview","value":"Eagleview"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"home-depot","value":"Home Depot"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"mobile-app","value":"Mobile App"},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"additional-internal-users-tier-4-monthly","plan":"Additional Internal Users Tier 4 (Monthly)","monthly_usd":5},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"additional-internal-users-tier-3-monthly","plan":"Additional Internal Users Tier 3 (Monthly)","monthly_usd":10},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"base-plan","plan":"Base Plan","monthly_usd":199},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"additional-internal-users-monthly","plan":"Additional Internal Users (Monthly)","monthly_usd":20},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"additional-internal-users-tier-2-monthly","plan":"Additional Internal Users Tier 2 (Monthly)","monthly_usd":15},"source_url":"https://www.jobtread.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}]}},{"index_product_id":"47197140-e0db-4a85-85ea-599cc92ac6d6","name":"Raken","domain":"raken.com","recommendation_share":25,"ci_low":14.2,"ci_high":40.2,"mention_runs":10,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11.6,"all_mention_runs":12,"mention_rate":30,"mention_breakdown":{"legacy":0,"listed":8,"context":2,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":8,"share":37.5,"mentions":3},"openai":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.8,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b2e81824-df08-4bec-97e9-52342d1ce4b6","name":"Smartsheet","domain":"smartsheet.com","recommendation_share":22.5,"ci_low":12.3,"ci_high":37.5,"mention_runs":9,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.8,"all_mention_runs":11,"mention_rate":27.5,"mention_breakdown":{"legacy":0,"listed":6,"context":2,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":8,"share":37.5,"mentions":3},"openai":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"timeline-view","value":"Timeline view"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"calendar-view","value":"Calendar view"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"rich-formulas","value":"Rich formulas"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"smart-assist","value":"Smart Assist"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"smart-columns","value":"Smart Columns"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"ai-powered-dashboards","value":"AI-powered dashboards"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"unlimited-sheets-forms-and-reports","value":"Unlimited sheets, forms, and reports"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"workload-tracking","value":"Workload tracking"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"portfolios","value":"Portfolios"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"scenario-planning","value":"Scenario Planning"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"tableau","value":"Tableau"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"anthropic-s-claude","value":"Anthropic's Claude"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"google-gemini","value":"Google Gemini"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"microsoft-copilot","value":"Microsoft Copilot"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"openai-s-chatgpt","value":"OpenAI's ChatGPT"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"docusign","value":"Docusign"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"jira","value":"Jira"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"power-bi","value":"Power BI"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"adobe-creative-cloud","value":"Adobe Creative Cloud"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"slack","value":"Slack"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"google-workspace","value":"Google Workspace"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"microsoft-office-365","value":"Microsoft Office 365"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"android","value":"Android"},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"data-shuttle","plan":"Data Shuttle","monthly_usd":100},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"dynamic-view","plan":"Dynamic View","monthly_usd":125},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"business","plan":"Business","monthly_usd":24},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"pro","plan":"Pro","monthly_usd":12},"source_url":"https://www.smartsheet.com/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}]}},{"index_product_id":"d5a3cda1-896b-44bb-8e1e-6b89774b6828","name":"CoConstruct","domain":"coconstruct.com","recommendation_share":22.5,"ci_low":12.3,"ci_high":37.5,"mention_runs":9,"first_rec_runs":1,"first_rec_rate":11.1,"avg_position":11.8,"all_mention_runs":13,"mention_rate":32.5,"mention_breakdown":{"legacy":0,"listed":6,"context":4,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":8,"share":50,"mentions":4},"anthropic":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"advanced-financials-and-operations","value":"Advanced financials and operations"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"signatures-and-annotations","value":"Signatures and annotations"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"plans","value":"Plans"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"client-updates","value":"Client Updates"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"task-management","value":"Task management"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"selections","value":"Selections"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"specs","value":"Specs"},"source_url":"https://www.coconstruct.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"9e87a527-148a-4d86-9409-a06c1b51a7a2","name":"Houzz","domain":"houzz.com","recommendation_share":20,"ci_low":10.5,"ci_high":34.8,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12.3,"all_mention_runs":9,"mention_rate":22.5,"mention_breakdown":{"legacy":0,"listed":7,"context":1,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":8,"share":37.5,"mentions":3},"openai":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":12.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"3d-renderings","value":"3D renderings"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"invoicing","value":"Invoicing"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"selections","value":"Selections"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"takeoffs","value":"Takeoffs"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"estimates","value":"Estimates"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"project-management","value":"Project Management"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"3d-floor-plans","value":"3D Floor Plans"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"proposals","value":"Proposals"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"mobile-app","value":"Mobile App"},"source_url":"https://www.houzz.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"399e02d8-1ebd-4f2a-b064-f84cdc188517","name":"Autodesk Forma","domain":"autodesk.com","recommendation_share":15,"ci_low":7.1,"ci_high":29.1,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":12,"mention_rate":30,"mention_breakdown":{"legacy":0,"listed":3,"context":6,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2},"openai":{"runs":8,"share":37.5,"mentions":3},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"860b26e5-fa26-4511-93ce-545abd8c294b","name":"ClickUp","domain":"clickup.com","recommendation_share":15,"ci_low":7.1,"ci_high":29.1,"mention_runs":6,"first_rec_runs":1,"first_rec_rate":16.7,"avg_position":6.2,"all_mention_runs":9,"mention_rate":22.5,"mention_breakdown":{"legacy":0,"listed":4,"context":3,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":8,"share":25,"mentions":2},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"a5070137-725d-4e71-8b48-071c4e3285c5","name":"Trello","domain":"trello.com","recommendation_share":15,"ci_low":7.1,"ci_high":29.1,"mention_runs":6,"first_rec_runs":1,"first_rec_rate":16.7,"avg_position":6.2,"all_mention_runs":9,"mention_rate":22.5,"mention_breakdown":{"legacy":0,"listed":4,"context":3,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"custom-fields","value":"Custom Fields"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"templates","value":"Templates"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"inbox","value":"Inbox"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"unlimited-cards","value":"Unlimited cards"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"slack","value":"Slack"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"google-drive","value":"Google Drive"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"salesforce","value":"Salesforce"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"microsoft-teams","value":"Microsoft Teams"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"android","value":"Android"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"desktop","value":"Desktop"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"web","value":"Web"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"standard","plan":"Standard","monthly_usd":5},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"free","plan":"Free","free_tier":true,"monthly_usd":0},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"enterprise","plan":"Enterprise","annual_usd":210,"monthly_usd":17.5},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"premium","plan":"Premium","monthly_usd":10},"source_url":"https://trello.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"e45e6ebb-e396-4604-94bb-c9a7cb56715d","name":"Jobber","domain":"getjobber.com","recommendation_share":15,"ci_low":7.1,"ci_high":29.1,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.3,"all_mention_runs":6,"mention_rate":15,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"openai":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cea6a654-723f-4855-9f8f-82becf34767b","name":"Sage","domain":"sage.com","recommendation_share":12.5,"ci_low":5.5,"ci_high":26.1,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":7,"mention_rate":17.5,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":3,"warned_against":0},"per_engine":{"openai":{"runs":8,"share":37.5,"mentions":3},"anthropic":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.8,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3e9d5b30-a44d-4439-9a51-84faea177e4a","name":"Monday.com","domain":null,"recommendation_share":12.5,"ci_low":5.5,"ci_high":26.1,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":9,"mention_rate":22.5,"mention_breakdown":{"legacy":0,"listed":4,"context":4,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3},"gemini":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.8,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"dbecd5e7-9665-434d-80f3-e4aa4c5ce7b9","name":"PlanGrid","domain":"plangrid.com","recommendation_share":12.5,"ci_low":5.5,"ci_high":26.1,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10.4,"all_mention_runs":8,"mention_rate":20,"mention_breakdown":{"legacy":0,"listed":5,"context":3,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":0,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b817dfa3-789f-41d3-aa14-5a986fefe9fa","name":"Buildxact","domain":null,"recommendation_share":10,"ci_low":4,"ci_high":23.1,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":3.5,"all_mention_runs":5,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":3,"context":1,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"openai":{"runs":8,"share":25,"mentions":2},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"20022ae5-5e0e-4407-8eff-528f3b3b1caf","name":"Projul","domain":"projul.com","recommendation_share":10,"ci_low":4,"ci_high":23.1,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":4,"mention_rate":10,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c0a8aca6-e134-4949-b335-374e6b26879a","name":"RedTeam Go","domain":null,"recommendation_share":10,"ci_low":4,"ci_high":23.1,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":7.8,"all_mention_runs":5,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":3,"context":1,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"25f7c1e8-7d00-44ce-ac56-fb0c0ead53b4","name":"Buildern","domain":"buildern.com","recommendation_share":10,"ci_low":4,"ci_high":23.1,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":13,"mention_rate":32.5,"mention_breakdown":{"legacy":0,"listed":3,"context":9,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":8,"share":25,"mentions":2},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.5,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"11f9533e-b3f8-43ac-a5cf-62759666903f","name":"Foundation","domain":null,"recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":2,"warned_against":0},"per_engine":{"openai":{"runs":8,"share":37.5,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cb84f281-b813-4358-ae92-7c97a6596a84","name":"CMiC","domain":"cmicglobal.com","recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.3,"all_mention_runs":7,"mention_rate":17.5,"mention_breakdown":{"legacy":0,"listed":1,"context":4,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2},"openai":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"26476815-ada4-4cf1-8f01-2d00d9fe314d","name":"Asana","domain":"asana.com","recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":1,"first_rec_rate":33.3,"avg_position":4.7,"all_mention_runs":8,"mention_rate":20,"mention_breakdown":{"legacy":0,"listed":3,"context":5,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":37.5,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8b33cc79-40e0-463c-9bd6-9dc89209a229","name":"Sage 300 CRE","domain":null,"recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":4,"mention_rate":10,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":8,"share":37.5,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":18.8,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e742367c-e00d-4bc2-9400-cc81167f524f","name":"Quickbase","domain":"quickbase.com","recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":37.5,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"802bd9e7-ca16-4aff-bad7-b1effc66867d","name":"Connecteam","domain":"connecteam.com","recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8ac580e7-ae34-486b-9e9b-21cf67f57b3c","name":"Wrike","domain":"wrike.com","recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.3,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"724e060e-0394-40b4-9bec-34fd461cdbef","name":"Bluebeam","domain":"bluebeam.com","recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10,"all_mention_runs":5,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":8,"share":12.5,"mentions":1},"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8a0f35be-ff4f-4892-9ad0-3497f05d2cdd","name":"InEight","domain":null,"recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10.7,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.1,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c9c84a6f-f444-42ae-bedc-319b2adbaef2","name":"Excel","domain":null,"recommendation_share":7.5,"ci_low":2.6,"ci_high":19.9,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":14,"all_mention_runs":5,"mention_rate":12.5,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2},"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"374de86d-20b3-49f6-bb62-94ce95f381d2","name":"Monday","domain":"monday.com","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":2.5,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","domain":"microsoft.com","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":4,"mention_rate":10,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1},"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"cloud-storage","value":"cloud storage"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"advanced-security","value":"advanced security"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"microsoft-copilot","value":"Microsoft Copilot"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"online-meetings","value":"Online meetings"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"chat","value":"chat"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"real-time-collaboration","value":"real-time collaboration"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"shared-cloud-storage","value":"shared cloud storage"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"xbox-console","value":"XBOX console"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pc","value":"PC"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"b66e07de-81ed-408e-85a0-4924782ce810","name":"INGENIOUS.BUILD","domain":"ingenious.build","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.5,"all_mention_runs":7,"mention_rate":17.5,"mention_breakdown":{"legacy":0,"listed":2,"context":5,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e7969d0a-2ef3-4dc6-9f7d-ddd03a252e25","name":"SubmittalLink","domain":"submittallink.com","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":7,"mention_rate":17.5,"mention_breakdown":{"legacy":0,"listed":2,"context":5,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fdea535d-88de-4c79-8565-55fe41cd65c8","name":"Zoho","domain":"zoho.com","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.5,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e073412f-1394-4ece-a4c1-e23e19dedb1c","name":"Zoho Projects","domain":null,"recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.5,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"942b197d-b1ad-496a-b65c-7b23c3faf9c9","name":"CompanyCam","domain":"companycam.com","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10.5,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"76d3c6cd-b13b-407a-bb48-95c8f5b81d5e","name":"Agiled","domain":"agiled.app","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":15,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c0fa57e4-d631-46b4-b221-5ba0b3ddaf14","name":"Knowify","domain":null,"recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":16,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"69af9023-4a1c-48a7-98de-65039dccb6e4","name":"JobNimbus","domain":"jobnimbus.com","recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":16.5,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":25,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"675d00bb-eb4c-45fb-bea9-d65216ec33e1","name":"ConstructionOnline","domain":null,"recommendation_share":5,"ci_low":1.4,"ci_high":16.5,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1},"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e41f8724-39b7-4062-bfea-ef116fbf5d5c","name":"Baserow","domain":"baserow.io","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"224832f4-c5a2-496b-9251-8d77c751cb97","name":"GetApp","domain":"getapp.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"523b08e7-c3c4-4b3f-9e30-45eb0a31e693","name":"Buildr","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"53b132e5-3bd4-44d7-af02-5c1683676da6","name":"Constructable","domain":"constructable.ai","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fe0106fe-196c-4667-9831-f98c1c3b2364","name":"Noloco","domain":"noloco.io","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"bulk-actions","value":"Bulk actions"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"nola-ai-assistant","value":"Nola AI assistant"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"api-access","value":"API access"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"single-sign-on-sso","value":"Single Sign On (SSO)"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"barcode-scanning","value":"Barcode scanning"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"e-signature","value":"E-Signature"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pivot-table","value":"Pivot table"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"timeline-gantt","value":"Timeline & Gantt"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"charts","value":"Charts"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"map-view","value":"Map view"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"calendar","value":"Calendar"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"kanban-view","value":"Kanban view"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"xano","value":"Xano"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"google-sheets","value":"Google Sheets"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"airtable","value":"Airtable"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"salesforce","value":"Salesforce"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"zapier","value":"Zapier"},"source_url":"https://noloco.io/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"make","value":"Make"},"source_url":"https://noloco.io/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"mysql","value":"MySQL"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"hubspot","value":"HubSpot"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"supabase","value":"Supabase"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"postgres","value":"Postgres"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"stripe","value":"Stripe"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"smartsuite","value":"SmartSuite"},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"build","plan":"Build","monthly_usd":79},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"free","plan":"Free","free_tier":true,"monthly_usd":0},"source_url":"https://noloco.io/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"673f813a-2fd7-4b36-bc4c-c01530737461","name":"Buildbite","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"perplexity":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"080e4bb7-df33-4e54-a6cc-e1b5419ad254","name":"Lark","domain":"larksuite.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fad7461a-0601-449c-84eb-002aebdcc917","name":"ONES Project","domain":"ones.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"53ee6522-2e78-48f3-b748-c551fe641630","name":"ProjectManager","domain":"projectmanager.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":8,"mention_rate":20,"mention_breakdown":{"legacy":0,"listed":1,"context":7,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"70da30d1-f305-45ad-85e8-2076f03429ed","name":"Archdesk","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"97404cac-d334-485e-84a0-5ca356653577","name":"Pronovos","domain":"pronovos.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"431b1791-b547-4158-9ca1-f8f39f443a0a","name":"GoAudits","domain":"goaudits.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4e414702-6033-4203-aa6f-16f3ee2de24b","name":"Workyard","domain":"workyard.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"12bf04b8-8681-4105-8407-f8e21c3149fa","name":"Orangescrum","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"a5a14c53-32aa-4b66-b991-f5ec0f510df2","name":"Fuzen.io","domain":"fuzen.io","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":18,"all_mention_runs":2,"mention_rate":5,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"04c1de0f-0744-4c71-a560-f0eb5805e385","name":"Access Fonn","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8d347758-7505-4d8a-af8d-d323e82f4e75","name":"Houzz Pro","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"1450539d-a739-4444-83b6-7a45a5a52f40","name":"QuickBooks Online with Intuit Assist","domain":"intuit.com","recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":2.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"decde2c9-dd6a-4f1a-a9e1-ebef054120ad","name":"Viewpoint Vista","domain":null,"recommendation_share":2.5,"ci_low":0.4,"ci_high":12.9,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":3,"mention_rate":7.5,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":8,"share":12.5,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","editorial":[{"id":"07efe135-394c-4fe4-805c-a4708a6a4437","section":"how_to_choose","body_md":"Buyer prompts in this window split five ways, and the leaders change with the question. Across the 27 runs asking a best-in-category question, Procore was recommended in 96.3%, ahead of Fieldwire at 81.5% and Buildertrend at 74.1%. On the 18 runs asking for alternatives to expensive enterprise construction management platforms, Contractor Foreman led at 88.9%, with Fieldwire at 77.8%. The 9 runs about RFIs, submittals and punch lists put Fieldwire and Procore level at 88.9%, with Autodesk Construction Cloud at 77.8%. The 9 problem-solving runs on subcontractors and daily logs were thinner, with Procore recommended in 44.4%. The 9 comparison runs on construction versus generic tools produced no leader.\n\nOne price is on record. Fieldwire lists Pro at $39 a month with a free tier available, last verified 2026-09-05.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:04:46.258Z"},{"id":"aa398746-74f9-465a-b201-72fdbaf4c72a","section":"top_products","body_md":"Procore ranks first with a recommendation share of 65.3% of 72 sampled answers in the 4-week window to 2026-09-05. It was recommended in every one of the 9 runs asking for the best construction project tracking tool for general contractors. Across the window it was recommended in 29 answers and listed in 18. Its engine spread is the widest in the category, from 81.3% of Perplexity's 16 answers down to 50% of Gemini's 16.\n\nFieldwire also holds 65.3% of 72 sampled answers in the same window, and it too was recommended in all 9 runs on the general contractor tracking prompt. The split is 28 recommended and 19 listed. By engine it ran from 75% of Grok's 8 answers and 75% of Perplexity's 16 down to 50% of ChatGPT's 16. Pro is $39 a month with a free tier available, last verified 2026-09-05.\n\nContractor Foreman holds 51.4% of 72 sampled answers. It was recommended in all 9 runs asking for alternatives to expensive enterprise construction management platforms for small contractors, which is a narrow lane, so buyers outside that price question saw it less often. Listed 22 times against 15 recommended. Engine range runs from 62.5% of Grok's 8 answers to 43.8% of Gemini's 16.\n\nBuildertrend also holds 51.4% of 72 sampled answers, recommended in all 9 runs on project management apps built for construction site management. It was recommended in 18 answers and listed in 19. By engine, from 62.5% of Grok's 8 answers to 37.5% of Gemini's 16.\n\nAutodesk Construction Cloud holds 37.5% of 72 sampled answers and was recommended in all 9 runs asking for the best project management software for construction companies. Recommended in 17 answers, listed in 10. Its engine range is narrow, from 43.8% of ChatGPT's 16 answers to 31.3% of Gemini's 16.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:04:46.261Z"},{"id":"785b87ff-f627-4e5f-908a-d7242fa53bb8","section":"engine_disagreement","body_md":"Four of the five engines recommended Procore most among the top five. That holds for Claude across 16 answers, Grok across 8, ChatGPT across 16 and Perplexity across 16. Gemini is the exception, with Fieldwire leading among the top five across its 16 answers.\n\nProcore also carries the widest gap between engines. Gemini recommended it in 50% of its 16 answers, Perplexity in 81.3% of its 16, a spread of 31.3 points. So the product with the broadest agreement on leadership is also the one whose share moves most depending on which assistant is asked. Autodesk Construction Cloud sits at the other end, ranging only from 31.3% of Gemini's 16 answers to 43.8% of ChatGPT's 16.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:04:46.263Z"},{"id":"8f8c6d64-303d-48af-9611-a97e6569662b","section":"what_moved","body_md":"This is the first measured window on record for construction project management. It covers 2026-08-08 to 2026-09-05, 28 days, with 72 sampled answers across five engines. There is no prior window to compare against, so no product can be shown as entering, leaving or shifting share yet.\n\nAs it stands, Procore and Fieldwire lead jointly, each recommended in 65.3% of those 72 answers. Contractor Foreman and Buildertrend follow, each at 51.4% of 72. Autodesk Construction Cloud sits fifth at 37.5% of 72. One separation worth noting inside that tie at the top: Procore was the first recommendation named in 26 answers, a first-recommendation rate of 55.3%, against 3 answers and 6.4% for Fieldwire. The next resample will give the first movement figures.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:04:46.265Z"}]}