{"status":"ok","category":{"id":"2502d352-3a73-4952-860b-ec7a32352914","slug":"open-source-hr-management","label":"Open-source HR management software"},"window":{"weeks":4,"from":"2026-08-21T19:09:56.613Z","to":"2026-09-18T19:09:56.613Z","prior_from":"2026-07-24T19:09:56.613Z"},"sample_size":21,"prior_sample_size":73,"independent_sample_size":21,"prior_independent_sample_size":73,"min_sample":20,"engine_samples":{"grok":{"runs":0,"last_run_at":"2026-08-18T07:57:09.573735+00:00"},"gemini":{"runs":7,"last_run_at":"2026-09-08T06:13:42.277716+00:00"},"openai":{"runs":7,"last_run_at":"2026-09-08T06:13:31.406795+00:00"},"anthropic":{"runs":0,"last_run_at":"2026-08-19T06:00:42.929813+00:00"},"perplexity":{"runs":7,"last_run_at":"2026-09-08T06:13:22.673403+00:00"}},"volatility":{"score":null},"integrity":null,"entries":[{"index_product_id":"425466c7-ba4e-413f-87bf-8c5fe15a322e","name":"OrangeHRM","domain":"orangehrm.com","recommendation_share":90.5,"ci_low":71.1,"ci_high":97.3,"mention_runs":19,"first_rec_runs":8,"first_rec_rate":42.1,"avg_position":2.1,"all_mention_runs":20,"mention_rate":95.2,"mention_breakdown":{"legacy":0,"listed":9,"context":1,"recommended":10,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":85.7,"mentions":6},"openai":{"runs":7,"share":85.7,"mentions":6},"perplexity":{"runs":7,"share":100,"mentions":7}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"employee-management","value":"Employee Management"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"hr-administration","value":"HR Administration"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"leave-management","value":"Leave Management"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"reporting-analytics","value":"Reporting & Analytics"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"performance-management","value":"Performance Management"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"recruitment","value":"Recruitment"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"time-tracking","value":"Time Tracking"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"onboarding","value":"Onboarding"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"career-development","value":"Career Development"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"training","value":"Training"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"surveys","value":"Surveys"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employee-voice","value":"Employee Voice"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"microsoft-365","value":"Microsoft 365"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"payroll","value":"Payroll"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"lms","value":"LMS"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"on-premise","value":"On-Premise"},"source_url":"https://orangehrm.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"cloud","value":"Cloud"},"source_url":"https://orangehrm.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"mobile-app","value":"Mobile App"},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"starter","plan":"Starter","free_tier":true},"source_url":"https://orangehrm.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"2002cdaa-6f5e-4615-9d6d-2c8645cbbf4a","name":"Frappe","domain":"frappe.io","recommendation_share":61.9,"ci_low":40.9,"ci_high":79.2,"mention_runs":13,"first_rec_runs":6,"first_rec_rate":46.2,"avg_position":2.3,"all_mention_runs":16,"mention_rate":76.2,"mention_breakdown":{"legacy":0,"listed":7,"context":3,"recommended":6,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"openai":{"runs":7,"share":85.7,"mentions":6},"perplexity":{"runs":7,"share":71.4,"mentions":5}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"142696c8-f3af-42a8-831b-5f94a6c55bcf","name":"ERPNext","domain":"erpnext.com","recommendation_share":57.1,"ci_low":36.5,"ci_high":75.5,"mention_runs":12,"first_rec_runs":5,"first_rec_rate":41.7,"avg_position":3.6,"all_mention_runs":14,"mention_rate":66.7,"mention_breakdown":{"legacy":0,"listed":7,"context":2,"recommended":5,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":71.4,"mentions":5},"perplexity":{"runs":7,"share":57.1,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"0540583d-8d40-45da-a908-018539106213","name":"Horilla","domain":"horilla.com","recommendation_share":38.1,"ci_low":20.8,"ci_high":59.1,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2.8,"all_mention_runs":10,"mention_rate":47.6,"mention_breakdown":{"legacy":0,"listed":5,"context":2,"recommended":3,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":42.9,"mentions":3},"perplexity":{"runs":7,"share":71.4,"mentions":5}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"payroll-salary-processing","value":"Payroll & salary processing"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"attendance-biometric-integration","value":"Attendance & biometric integration"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"leave-management-approvals","value":"Leave management & approvals"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"recruitment-onboarding","value":"Recruitment & onboarding"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"performance-appraisals","value":"Performance & appraisals"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"training-learning-management","value":"Training & learning management"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"sales-pipeline-management","value":"Sales pipeline management"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"lead-capture-scoring","value":"Lead capture & scoring"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"contact-account-management","value":"Contact & account management"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"revenue-forecasting","value":"Revenue forecasting"},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"assets","value":"Assets"},"source_url":"https://www.horilla.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"helpdesk","value":"Helpdesk"},"source_url":"https://www.horilla.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"active-directory","value":"Active Directory"},"source_url":"https://www.horilla.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"google-workspace","value":"Google Workspace"},"source_url":"https://www.horilla.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"docker","value":"Docker"},"source_url":"https://www.horilla.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"self-hosted","plan":"Self-Hosted","free_tier":true},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"managed-cloud","plan":"Managed Cloud","monthly_usd":7},"source_url":"https://www.horilla.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"b36877ea-25b4-40bb-bfaa-c6970a3150a0","name":"Odoo","domain":"odoo.com","recommendation_share":38.1,"ci_low":20.8,"ci_high":59.1,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.6,"all_mention_runs":8,"mention_rate":38.1,"mention_breakdown":{"legacy":0,"listed":8,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":85.7,"mentions":6},"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"accounting","value":"Accounting"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"crm","value":"CRM"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"ecommerce","value":"eCommerce"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"inventory","value":"Inventory"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"hr","value":"HR"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"project","value":"Project"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"website","value":"Website"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"sign","value":"Sign"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"odoo-studio","value":"Odoo Studio"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"multi-company","value":"Multi-Company"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"unlimited-support","value":"Unlimited support"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"paypal","value":"PayPal"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"adyen","value":"Adyen"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"ups","value":"UPS"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"fedex","value":"FedEx"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"stripe","value":"Stripe"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"dhl","value":"DHL"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"custom","plan":"Custom","monthly_usd":49},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"one-app-free","plan":"One App Free","free_tier":true,"monthly_usd":0},"source_url":"https://www.odoo.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"d3a037bd-b1cd-48b1-a0c4-9acf6a824f34","name":"Sentrifugo","domain":"sentrifugo.com","recommendation_share":33.3,"ci_low":17.2,"ci_high":54.6,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":8,"mention_rate":38.1,"mention_breakdown":{"legacy":0,"listed":6,"context":1,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b5d2772e-d6b8-4176-9bd9-9ea8d9e4649f","name":"ICE HRM","domain":"icehrm.com","recommendation_share":19,"ci_low":7.7,"ci_high":40,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":12,"mention_rate":57.1,"mention_breakdown":{"legacy":0,"listed":1,"context":8,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"employee-records","value":"Employee Records"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"asset-management","value":"Asset Management"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"leave-management","value":"Leave Management"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"time-attendance","value":"Time & Attendance"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"payroll","value":"Payroll"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"performance-reviews","value":"Performance Reviews"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"recruitment","value":"Recruitment"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"training","value":"Training"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"task-lists","value":"Task Lists"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"reports-insights","value":"Reports & Insights"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"expenses","value":"Expenses"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"documents-e-signing","value":"Documents & e-Signing"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"android","value":"Android"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"web","value":"Web"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://icehrm.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"5a0bac13-0804-4962-8bb8-f6ed4fcc6339","name":"Docker","domain":"docker.com","recommendation_share":19,"ci_low":7.7,"ci_high":40,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":5.3,"all_mention_runs":6,"mention_rate":28.6,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"docker-desktop","value":"Docker Desktop"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-engine","value":"Docker Engine"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-hub","value":"Docker Hub"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-scout","value":"Docker Scout"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-build-cloud","value":"Docker Build Cloud"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"testcontainers-cloud","value":"Testcontainers Cloud"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-compose","value":"Docker Compose"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-kubernetes","value":"Docker Kubernetes"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-sandboxes","value":"Docker Sandboxes"},"source_url":"https://www.docker.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-ai-governance","value":"Docker AI Governance"},"source_url":"https://www.docker.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-hardened-images","value":"Docker Hardened Images"},"source_url":"https://www.docker.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"docker-debug","value":"Docker Debug"},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"linux","value":"Linux"},"source_url":"https://www.docker.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"windows","value":"Windows"},"source_url":"https://www.docker.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"team","plan":"Team","annual_usd":15,"monthly_usd":16},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"personal","plan":"Personal","free_tier":true,"monthly_usd":0},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"business","plan":"Business","annual_usd":24,"monthly_usd":24},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"pro","plan":"Pro","annual_usd":9,"monthly_usd":11},"source_url":"https://www.docker.com/pricing/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"fd477c72-1bb3-42b8-bbbb-4fda33ec8cfa","name":"Bitrix24","domain":"bitrix24.com","recommendation_share":19,"ci_low":7.7,"ci_high":40,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":5,"mention_rate":23.8,"mention_breakdown":{"legacy":0,"listed":4,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"e-signature","value":"E-signature"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ai-agents","value":"AI agents"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"workflow-automation","value":"Workflow automation"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"time-tracking","value":"Time tracking"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"gantt-chart","value":"Gantt chart"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"kanban-board","value":"Kanban board"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"drive","value":"Drive"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"online-documents","value":"Online documents"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"chats-video-calls","value":"Chats & video calls"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"tasks-projects","value":"Tasks & Projects"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"online-meetings","value":"Online meetings"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"crm","value":"CRM"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"google-drive","value":"Google Drive"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"teams","value":"Teams"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"asana","value":"Asana"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"slack","value":"Slack"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"trello","value":"Trello"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"monday-com","value":"monday.com"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pipedrive","value":"Pipedrive"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"clockify","value":"Clockify"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"jira","value":"Jira"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"chatgpt","value":"ChatGPT"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"hubspot","value":"HubSpot"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"salesforce","value":"Salesforce"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"mobile","value":"Mobile"},"source_url":"https://www.bitrix24.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"5f302b35-eb43-4c3b-ac0d-2d4016545dc1","name":"MintHCM","domain":"minthcm.org","recommendation_share":19,"ci_low":7.7,"ci_high":40,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.8,"all_mention_runs":8,"mention_rate":38.1,"mention_breakdown":{"legacy":0,"listed":3,"context":4,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"recruitment","value":"RECRUITMENT"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"job-description","value":"JOB DESCRIPTION"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employer-branding","value":"EMPLOYER BRANDING"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"onboarding","value":"ONBOARDING"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employee-profile","value":"EMPLOYEE PROFILE"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"competences-skills","value":"COMPETENCES & SKILLS"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employment-history","value":"EMPLOYMENT HISTORY"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employee-performance","value":"EMPLOYEE PERFORMANCE"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"time-management","value":"TIME MANAGEMENT"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"leave-management","value":"LEAVE MANAGEMENT"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"offboarding","value":"OFFBOARDING"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"analytics","value":"ANALYTICS"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"workday","value":"Workday"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"sap","value":"SAP"},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"minthcm","plan":"MintHCM","free_tier":true},"source_url":"https://minthcm.org/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"69056914-c803-45ee-8741-0d4251cf913f","name":"Odoo HR","domain":null,"recommendation_share":14.3,"ci_low":5,"ci_high":34.6,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3.7,"all_mention_runs":4,"mention_rate":19,"mention_breakdown":{"legacy":0,"listed":3,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"59c88350-0623-4b7a-b465-d17d3122ddac","name":"OpenHRApp","domain":null,"recommendation_share":14.3,"ci_low":5,"ci_high":34.6,"mention_runs":3,"first_rec_runs":1,"first_rec_rate":33.3,"avg_position":4.3,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e847b668-1b2d-4d39-be07-1ad86be729fc","name":"Python","domain":"python.org","recommendation_share":14.3,"ci_low":5,"ci_high":34.6,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.7,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"control-flow-statements","value":"Control flow statements"},"source_url":"https://www.python.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"lists","value":"Lists"},"source_url":"https://www.python.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"list-comprehensions","value":"List comprehensions"},"source_url":"https://www.python.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"151ab3e9-63f7-415e-8ab8-5706223acf60","name":"POINT","domain":null,"recommendation_share":14.3,"ci_low":5,"ci_high":34.6,"mention_runs":3,"first_rec_runs":1,"first_rec_rate":33.3,"avg_position":5.3,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"openai":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"16e3cc07-10aa-4833-a21b-e48d388e3e6a","name":"Dolibarr","domain":"dolibarr.org","recommendation_share":14.3,"ci_low":5,"ci_high":34.6,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.7,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"expense-reports","value":"Expense Reports"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"employees","value":"Employees"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"billing-payments","value":"Billing & Payments"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"prospects-customers","value":"Prospects / Customers"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"opportunities","value":"Opportunities"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"proposals","value":"Proposals"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"sale-orders","value":"Sale Orders"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"contracts-subscriptions","value":"Contracts / Subscriptions"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"help-desk-tickets","value":"Help Desk / Tickets"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"products-services","value":"Products, Services"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"leave-requests","value":"Leave Requests"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"timesheets","value":"Timesheets"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"windows","value":"Windows"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"mac","value":"Mac"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"linux","value":"Linux"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"docker","value":"Docker"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"api","value":"API"},"source_url":"https://www.dolibarr.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"c27dd7e7-43b6-470d-96e9-6112821bba02","name":"Jorani","domain":null,"recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":2,"all_mention_runs":2,"mention_rate":9.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ce34ac0a-c2d5-4111-9771-13ffcbc94844","name":"Django","domain":"djangoproject.com","recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":2,"mention_rate":9.5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"quick-internationalization","value":"Quick internationalization"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"robust-template-system","value":"Robust template system"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"automatic-admin-interface","value":"Automatic admin interface"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"object-relational-mapper","value":"Object-relational mapper"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://www.djangoproject.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"63f4c1c6-bd2c-4250-bd19-9c06bf729745","name":"React","domain":"react.dev","recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":4.5,"all_mention_runs":2,"mention_rate":9.5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"components","value":"Components"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"asynchronous-components","value":"Asynchronous components"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"jsx","value":"JSX"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"next-js","value":"Next.js"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"relay","value":"Relay"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"react-native","value":"React Native"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"react-router","value":"React Router"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"expo","value":"Expo"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web","value":"Web"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"android","value":"Android"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ios","value":"iOS"},"source_url":"https://react.dev/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"15bda03b-d2ee-4df5-83e6-fcb09523a5ba","name":"NGINX","domain":"nginx.org","recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.5,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"908cca39-4f43-4f19-b3f2-fbf721ff1541","name":"MariaDB","domain":"mariadb.org","recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cfb5f7a8-7b0a-42cc-9366-62d14ed4cd83","name":"MySQL","domain":"mysql.com","recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"all_mention_runs":2,"mention_rate":9.5,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"scalability-uptime-and-agility","value":"scalability, uptime and agility"},"source_url":"https://www.mysql.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"machine-learning-ml-and-generative-ai-capabilities","value":"machine learning (ML) and generative AI capabilities"},"source_url":"https://www.mysql.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"generative-ai-and-machine-learning-ml","value":"generative AI and machine learning (ML)"},"source_url":"https://www.mysql.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"scalability-security-reliability-and-uptime","value":"scalability, security, reliability, and uptime"},"source_url":"https://www.mysql.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"e7c17f12-878e-4e63-bb37-7de24fab94fa","name":"PostgreSQL","domain":"postgresql.org","recommendation_share":9.5,"ci_low":2.7,"ci_high":28.9,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"feature-robustness","value":"feature robustness"},"source_url":"https://www.postgresql.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"performance","value":"performance"},"source_url":"https://www.postgresql.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"reliability","value":"reliability"},"source_url":"https://www.postgresql.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"object-relational-database-system","value":"object-relational database system"},"source_url":"https://www.postgresql.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"reliability-feature-robustness-and-performance","value":"reliability, feature robustness, and performance"},"source_url":"https://www.postgresql.org/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}]}},{"index_product_id":"5c9cd9fc-bd3a-4ea3-84ad-272319e944a6","name":"Horilla HRMS","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8456958b-8742-423e-9fac-7f3a4f0b28a4","name":"CiviCRM","domain":"civicrm.org","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"automate-your-admin","value":"automate your admin"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"build-and-manage-your-donor-base-membership","value":"Build and manage your donor base & membership"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"centralize-constituent-communications","value":"Centralize constituent communications"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"backdrop","value":"Backdrop"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"drupal","value":"Drupal"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"wordpress","value":"WordPress"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"joomla","value":"Joomla"},"source_url":"https://civicrm.org/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"6e1914c7-a166-41d1-8302-ca05aee31cd4","name":"Frappe Framework","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f838fbbd-f8df-48e4-b0db-390c18a4111d","name":"Odoo Community","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"12375020-4123-4246-a6e7-471ced9cc8da","name":"Tiny HR","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"36f79bfb-7f03-414a-af45-bd1204a8e02a","name":"Ubuntu","domain":"ubuntu.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"kernel-livepatch","value":"Kernel livepatch"},"source_url":"https://ubuntu.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"landscape","value":"Landscape"},"source_url":"https://ubuntu.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"fips-certified-modules","value":"FIPS-certified modules"},"source_url":"https://ubuntu.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"disa-stig-profiles","value":"DISA-STIG profiles"},"source_url":"https://ubuntu.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"telephone-email-support","value":"Telephone/email support"},"source_url":"https://ubuntu.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"transactional-updates","value":"Transactional updates"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"automatic-rollback","value":"Automatic rollback"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"full-disk-encryption","value":"Full disk encryption"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"secure-boot","value":"Secure boot"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"ldap","value":"LDAP"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ansible","value":"Ansible"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"chef","value":"Chef"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"puppet","value":"Puppet"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"active-directory","value":"Active Directory"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"salt","value":"SALT"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"juju","value":"Juju"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"aws","value":"AWS"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"azure","value":"Azure"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"google","value":"Google"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"oracle","value":"Oracle"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ibm","value":"IBM"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"macos","value":"macOS"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"windows","value":"Windows"},"source_url":"https://ubuntu.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"73ad7acb-3098-4ae7-99e3-99f9bc341816","name":"TimeTrex","domain":"timetrex.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"time-attendance-tracking","value":"Time & Attendance Tracking"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"comprehensive-payroll-solutions","value":"Comprehensive Payroll Solutions"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"biometric-facial-recognition","value":"Biometric Facial Recognition"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"quick-web-punch-in-out","value":"Quick Web Punch-In/Out"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"employee-scheduling","value":"Employee Scheduling"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"leave-absence-management","value":"Leave & Absence Management"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"hr-management","value":"HR Management"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"customizable-reports","value":"Customizable Reports"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"job-costing","value":"Job Costing"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"geo-fencing-for-location-management","value":"GEO Fencing for Location Management"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"document-storage-management","value":"Document Storage & Management"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"expense-management-tracking","value":"Expense Management & Tracking"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"web-browser","value":"Web Browser"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"mobile-app","value":"Mobile App"},"source_url":"https://www.timetrex.com/pricing","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"f68150b4-b10c-4af2-8892-9a182f986631","name":"WaypointHR","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b5fc6931-6d09-45a5-bbb8-08a672da9304","name":"Jetpack CRM","domain":"wperp.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"0d95c6fc-afe4-437b-9dc8-a1d457c7e6ee","name":"WP ERP","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"dd8810f5-9328-451b-b6fe-9fb9140cb1cb","name":"ADempiere","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"12a3f7ca-12ee-4fff-8f0b-d1560d3812ff","name":"BambooHR","domain":"bamboohr.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":2,"mention_rate":9.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":1},"per_engine":{"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"custom-report-builder","value":"Custom Report Builder"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"employee-records","value":"Employee Records"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"hr-benchmarks","value":"HR Benchmarks"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"on-demand-pay","value":"On-Demand Pay"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"compliance-training","value":"Compliance Training"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"applicant-tracking-system","value":"Applicant Tracking System"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"compensation-planning","value":"Compensation Planning"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"workflows-and-approvals","value":"Workflows and Approvals"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"time-off-management","value":"Time-Off Management"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"benefits-tracking","value":"Benefits Tracking"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"remote","value":"Remote"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"mercer","value":"Mercer"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"virgilhr","value":"VirgilHR"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"easyllama","value":"EasyLlama"},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"pro","plan":"Pro","monthly_usd":17},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"elite","plan":"Elite","monthly_usd":25},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"core","plan":"Core","monthly_usd":10},"source_url":"https://www.bamboohr.com/pricing/","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}]}},{"index_product_id":"0ddc9352-dc14-41ef-9294-4445a816e9d2","name":"HiBob","domain":"hibob.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":3,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"17302889-e789-456c-8200-89a18b0e0daf","name":"Open HRMS","domain":"openhrms.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":6,"mention_rate":28.6,"mention_breakdown":{"legacy":0,"listed":1,"context":5,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"recruitment","value":"Recruitment"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employee-database","value":"Employee Database"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"hr-administration","value":"HR Administration"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"payroll","value":"Payroll"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"appraisal","value":"Appraisal"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"attendance-leaves","value":"Attendance & Leaves"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"hr-reports","value":"HR Reports"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"dashboard","value":"Dashboard"},"source_url":"https://www.openhrms.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"package-3","plan":"Package 3","monthly_usd":1099},"source_url":"https://www.openhrms.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"package-2","plan":"Package 2","monthly_usd":799},"source_url":"https://www.openhrms.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"package-1","plan":"Package 1","monthly_usd":499},"source_url":"https://www.openhrms.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"1d3fdfba-5b8c-494e-8df4-ea8e863f1248","name":"Rippling","domain":"rippling.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":2,"mention_rate":9.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":1},"per_engine":{"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3a3bc83f-ee97-4879-a6b7-87054f0ccea1","name":"Salesforce Power of Us","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d13dd8ae-512d-445b-8fd7-260e896829e9","name":"Volunteers for Salesforce","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"57942135-e988-44fe-b199-79d3ef54bd69","name":"Timecounts","domain":"timecounts.org","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"6d32f769-0377-4f9a-a9cc-e882d9b79e04","name":"OpenVolunteerPlatform","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":14,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8e13e66c-70f7-417f-a514-fa72dee2b76f","name":"AWS","domain":"aws.amazon.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"over-240-comprehensive-services","value":"over 240 comprehensive services"},"source_url":"https://aws.amazon.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"aws-pricing-calculator","value":"AWS Pricing Calculator"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"private-pricing","value":"Private Pricing"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"volume-based-discounts","value":"volume based discounts"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"savings-plans","value":"Savings Plans"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pay-as-you-go-approach-for-pricing","value":"pay-as-you-go approach for pricing"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"87046705-e34f-49f9-8f55-03f59bd7921e","name":"Azure","domain":"azure.microsoft.com","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"740ead37-f284-46ad-8bd4-9d493b765b7b","name":"Node.js","domain":"nodejs.org","recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":19,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"729db721-6fc3-4b0c-83c7-e702747646ee","name":"SimpleHRM","domain":null,"recommendation_share":4.8,"ci_low":0.8,"ci_high":22.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":4.8,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"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":"c6a893a1-e340-4147-be29-b1e35aa5ccd7","section":"how_to_choose","body_md":"Buyer prompts in this window cluster around self-hosting, on-premise employee data, leave and payroll handling, and budget-constrained nonprofit use. The largest intent is best_in_category with 18 runs, where OrangeHRM led on 83.3%. OrangeHRM also led alternatives at 75% of 8 runs, problem_solving at 100% of 4 runs, and recommendation at 75% of 4 runs. Comparison is thin, with 4 runs and a three-way tie at 25% between Frappe, Horilla and OrangeHRM.\n\nMatch the product to the prompt shape. OrangeHRM was recommended in 100% of the 9 runs asking about keeping employee data on-premise. Odoo was recommended in 88.9% of the 9 runs about a mid-size self-hosted HRMS covering leave, payroll and performance reviews.\n\nPublished pricing, last verified 2026-09-05: OrangeHRM Starter: Free, Horilla Managed Cloud: $7 a month (free tier available), Odoo Custom: $49 a month (free tier available).","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:02:18.671Z"},{"id":"776997ba-e934-4cc3-8528-83f76a1e0f47","section":"top_products","body_md":"OrangeHRM was recommended in 76.3% of 38 sampled answers in the 4-week window to 2026-09-05, and in 100% of the 9 runs asking for an open-source HR system that keeps employee data on-premise. The breakdown shows 25 recommended runs against 4 listed. Engine spread runs from Grok at 100% of Grok's 2 answers down to Claude at 44.4% of Claude's 9 answers. Starter: Free, last verified 2026-09-05.\n\nFrappe was recommended in 60.5% of 38 sampled answers in the same window, and in 100% of the 9 on-premise runs. 19 recommended runs, 4 listed. ChatGPT recommended it in 88.9% of its 9 answers; Claude in 22.2% of its 9. Grok reached 100% of its 2 answers.\n\nERPNext sits at 47.4% of 38 sampled answers, with 66.7% of the 9 runs about a mid-size self-hosted HRMS handling leave, payroll and performance reviews. 14 recommended, 4 listed. Highest was Grok at 100% of 2 answers, lowest Perplexity at 22.2% of 9.\n\nOdoo was recommended in 88.9% of the 9 mid-size HRMS runs, with 13 recommended runs and 4 listed. Gemini recommended it in 66.7% of its 9 answers, ChatGPT and Perplexity in 22.2% of their 9 each, Grok in 100% of its 2.\n\nHorilla reached 55.6% of the 9 mid-size HRMS runs, with 12 recommended runs and 2 listed. Perplexity recommended it in 77.8% of its 9 answers, Gemini in 11.1% of its 9. Managed Cloud: $7 a month (free tier available), last verified 2026-09-05.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:02:18.676Z"},{"id":"4820ef7e-8730-449c-b369-af618dcc9ce4","section":"engine_disagreement","body_md":"Four of the five engines shared a leader among the top five. Gemini recommended OrangeHRM most across its 9 answers, as did ChatGPT across its 9, Perplexity across its 9, and Grok across its 2. Claude was the exception, recommending Odoo most among the top five across its 9 answers.\n\nThe widest gap belongs to Frappe. Claude recommended it in 22.2% of its 9 answers; Grok recommended it in 100% of its 2 answers, a spread of 77.8 points. Grok's run count is 2, so that end of the range rests on very few answers.\n\nA buyer weighing Frappe or Odoo is weighing a product that one engine treated very differently from the rest. OrangeHRM held above 44.4% on every engine measured.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:02:18.679Z"},{"id":"6306bdf2-3a90-468e-afe5-926d86aaa454","section":"what_moved","body_md":"This is the first measured window on record for open-source HR management software. It covers 2026-08-08 to 2026-09-05, 28 days, with 38 sampled answers across 5 engines. There is no prior window to compare against, so no product entered or left the top ten and no share change can be reported yet.\n\nOrangeHRM leads it now at 76.3% of those 38 answers, with a confidence interval from 60.8 to 87 and 9 first-recommendation runs. Frappe follows at 60.5%, with the highest first-recommendation rate in the top five at 43.5% of its 23 recommended-or-listed runs. ERPNext sits at 47.4%, Odoo at 44.7%, Horilla at 36.8%. Odoo recorded 0 first-recommendation runs. The next window will show whether these positions hold.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:02:18.682Z"}]}