{"status":"ok","category":{"id":"f3f013e6-c85d-44d9-b4ea-bd958048594a","slug":"expense-management-software","label":"Expense management software"},"window":{"weeks":4,"from":"2026-08-21T15:56:19.456Z","to":"2026-09-18T15:56:19.456Z","prior_from":"2026-07-24T15:56:19.456Z"},"sample_size":35,"prior_sample_size":45,"independent_sample_size":35,"prior_independent_sample_size":45,"min_sample":20,"engine_samples":{"grok":{"runs":7,"last_run_at":"2026-09-02T07:31:35.286707+00:00"},"gemini":{"runs":7,"last_run_at":"2026-09-02T07:31:12.643435+00:00"},"openai":{"runs":7,"last_run_at":"2026-09-02T07:31:02.150815+00:00"},"anthropic":{"runs":7,"last_run_at":"2026-09-03T06:00:55.259781+00:00"},"perplexity":{"runs":7,"last_run_at":"2026-09-02T07:30:50.762881+00:00"}},"volatility":{"score":null},"integrity":null,"entries":[{"index_product_id":"bd6615ae-905e-4ce8-9643-430db23f1661","name":"Ramp","domain":"ramp.com","recommendation_share":65.7,"ci_low":49.2,"ci_high":79.2,"mention_runs":23,"first_rec_runs":10,"first_rec_rate":43.5,"avg_position":3.3,"all_mention_runs":32,"mention_rate":91.4,"mention_breakdown":{"legacy":0,"listed":8,"context":8,"recommended":15,"warned_against":1},"per_engine":{"grok":{"runs":7,"share":100,"mentions":7},"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":57.1,"mentions":4},"anthropic":{"runs":7,"share":57.1,"mentions":4},"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":"1242b182-8b90-48a8-85c1-16b587db9007","name":"Expensify","domain":"expensify.com","recommendation_share":65.7,"ci_low":49.2,"ci_high":79.2,"mention_runs":23,"first_rec_runs":5,"first_rec_rate":21.7,"avg_position":4.8,"all_mention_runs":29,"mention_rate":82.9,"mention_breakdown":{"legacy":0,"listed":12,"context":6,"recommended":11,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":85.7,"mentions":6},"gemini":{"runs":7,"share":71.4,"mentions":5},"openai":{"runs":7,"share":57.1,"mentions":4},"anthropic":{"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},{"index_product_id":"752ad893-c9bd-40e6-a2eb-52930ad51806","name":"Brex","domain":"brex.com","recommendation_share":60,"ci_low":43.6,"ci_high":74.4,"mention_runs":21,"first_rec_runs":3,"first_rec_rate":14.3,"avg_position":5.6,"all_mention_runs":27,"mention_rate":77.1,"mention_breakdown":{"legacy":0,"listed":14,"context":5,"recommended":7,"warned_against":1},"per_engine":{"grok":{"runs":7,"share":85.7,"mentions":6},"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"runs":7,"share":57.1,"mentions":4},"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":"d1a065ff-c139-4918-8978-d06331d89731","name":"QuickBooks","domain":"quickbooks.intuit.com","recommendation_share":51.4,"ci_low":35.6,"ci_high":67,"mention_runs":18,"first_rec_runs":1,"first_rec_rate":5.6,"avg_position":6.6,"all_mention_runs":22,"mention_rate":62.9,"mention_breakdown":{"legacy":0,"listed":10,"context":4,"recommended":8,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":100,"mentions":7},"gemini":{"runs":7,"share":71.4,"mentions":5},"openai":{"runs":7,"share":85.7,"mentions":6}},"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":"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"},{"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":"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":"intuit-intelligence","value":"Intuit Intelligence"},"source_url":"https://quickbooks.intuit.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"paypal","value":"PayPal"},"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":"mailchimp","value":"Mailchimp"},"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":"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"},{"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":"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":"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"}]}},{"index_product_id":"611a96b7-e39c-41e5-ad09-ba582df0f9a2","name":"Xero","domain":"xero.com","recommendation_share":48.6,"ci_low":33,"ci_high":64.4,"mention_runs":17,"first_rec_runs":1,"first_rec_rate":5.9,"avg_position":7.8,"all_mention_runs":21,"mention_rate":60,"mention_breakdown":{"legacy":0,"listed":9,"context":4,"recommended":8,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":85.7,"mentions":6},"gemini":{"runs":7,"share":71.4,"mentions":5},"openai":{"runs":7,"share":85.7,"mentions":6}},"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":"send-invoices-and-quotes","value":"Send invoices and quotes"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"accept-online-invoice-payments","value":"Accept online invoice payments"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"automate-bill-entry-and-track-bills","value":"Automate bill entry and track bills"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"auto-reconcile-bank-transactions","value":"Auto-reconcile bank transactions"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"smart-document-capture","value":"Smart Document Capture"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"view-real-time-reports","value":"View real-time reports"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"visualize-performance-with-graphs","value":"Visualize performance with graphs"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"cash-flow-forecast","value":"Cash flow forecast"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"customize-performance-dashboards","value":"Customize performance dashboards"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"track-time-and-costs-for-projects","value":"Track time and costs for projects"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"employee-expense-and-mileage-claims","value":"Employee expense and mileage claims"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"use-multiple-currencies","value":"Use multiple currencies"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"gusto","value":"Gusto"},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"established","plan":"Established","monthly_usd":9},"source_url":"https://www.xero.com/us/pricing-plans/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"3a49406c-5af3-4e28-9e5c-95c203ebfb15","name":"BILL","domain":"bill.com","recommendation_share":42.9,"ci_low":28,"ci_high":59.1,"mention_runs":15,"first_rec_runs":2,"first_rec_rate":13.3,"avg_position":3.9,"all_mention_runs":21,"mention_rate":60,"mention_breakdown":{"legacy":0,"listed":13,"context":5,"recommended":2,"warned_against":1},"per_engine":{"grok":{"runs":7,"share":57.1,"mentions":4},"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":57.1,"mentions":4},"anthropic":{"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":"automated-payments","value":"Automated Payments"},"source_url":"https://www.bill.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"approval-workflows","value":"Approval Workflows"},"source_url":"https://www.bill.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"business-credit","value":"Business Credit"},"source_url":"https://www.bill.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"spend-expense","value":"Spend & Expense"},"source_url":"https://www.bill.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"2-way-sync","value":"2-way sync"},"source_url":"https://www.bill.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"manage-bills-from-a-centralized-inbox","value":"Manage bills from a centralized inbox"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"automatic-w-9-collection-and-verification","value":"Automatic W-9 collection and verification"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"automatic-ai-multi-line-bill-coding","value":"Automatic AI multi-line bill coding"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"create-professional-custom-invoices","value":"Create professional, custom invoices"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"set-up-automated-payment-reminders","value":"Set up automated payment reminders"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"access-budgets-with-proactive-spend-controls","value":"Access budgets with proactive spend controls"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"ai-powered-receipt-capture-matching-and-transaction-coding","value":"AI-powered receipt capture, matching, and transaction coding"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"sage-intacct","value":"Sage Intacct"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"microsoft-dynamics","value":"Microsoft Dynamics"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"rillet","value":"Rillet"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"acumatica","value":"Acumatica"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"quickbooks-online","value":"QuickBooks Online"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"quickbooks-pro","value":"QuickBooks Pro"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"quickbooks-premier","value":"QuickBooks Premier"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"xero","value":"Xero"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"quickbooks-enterprise","value":"QuickBooks Enterprise"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"oracle-netsuite","value":"Oracle NetSuite"},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"spend-expense","plan":"Spend & Expense","free_tier":true,"monthly_usd":0},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"corporate","plan":"Corporate","monthly_usd":89},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"team","plan":"Team","monthly_usd":65},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"essentials","plan":"Essentials","monthly_usd":49},"source_url":"https://www.bill.com/product/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"ba7f59eb-47d5-4ab3-9b1a-8e0645b02076","name":"NetSuite","domain":"netsuite.com","recommendation_share":42.9,"ci_low":28,"ci_high":59.1,"mention_runs":15,"first_rec_runs":1,"first_rec_rate":6.7,"avg_position":7.9,"all_mention_runs":18,"mention_rate":51.4,"mention_breakdown":{"legacy":0,"listed":9,"context":3,"recommended":6,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":71.4,"mentions":5},"gemini":{"runs":7,"share":71.4,"mentions":5},"openai":{"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":"fdea535d-88de-4c79-8565-55fe41cd65c8","name":"Zoho","domain":"zoho.com","recommendation_share":40,"ci_low":25.6,"ci_high":56.4,"mention_runs":14,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.1,"all_mention_runs":18,"mention_rate":51.4,"mention_breakdown":{"legacy":0,"listed":8,"context":4,"recommended":6,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":85.7,"mentions":6},"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"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":"1f0f8e34-07d5-41e6-b8cd-b41fa30aba84","name":"SAP Concur","domain":"concur.com","recommendation_share":34.3,"ci_low":20.8,"ci_high":50.8,"mention_runs":12,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":20,"mention_rate":57.1,"mention_breakdown":{"legacy":0,"listed":8,"context":8,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":57.1,"mentions":4},"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"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":"0808b6cf-8a58-4ac3-98d3-f21176f97e0d","name":"Navan","domain":"navan.com","recommendation_share":34.3,"ci_low":20.8,"ci_high":50.8,"mention_runs":12,"first_rec_runs":1,"first_rec_rate":8.3,"avg_position":8.4,"all_mention_runs":16,"mention_rate":45.7,"mention_breakdown":{"legacy":0,"listed":6,"context":4,"recommended":6,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":42.9,"mentions":3},"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"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},{"index_product_id":"3e514a75-2d70-46b6-ac54-f7a31e60731d","name":"Concur","domain":null,"recommendation_share":28.6,"ci_low":16.3,"ci_high":45.1,"mention_runs":10,"first_rec_runs":1,"first_rec_rate":10,"avg_position":8.6,"all_mention_runs":18,"mention_rate":51.4,"mention_breakdown":{"legacy":0,"listed":9,"context":8,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":71.4,"mentions":5},"gemini":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"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":"cea6a654-723f-4855-9f8f-82becf34767b","name":"Sage","domain":"sage.com","recommendation_share":25.7,"ci_low":14.2,"ci_high":42.1,"mention_runs":9,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.1,"all_mention_runs":11,"mention_rate":31.4,"mention_breakdown":{"legacy":0,"listed":7,"context":2,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":42.9,"mentions":3},"gemini":{"runs":7,"share":57.1,"mentions":4},"anthropic":{"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":"1d3fdfba-5b8c-494e-8df4-ea8e863f1248","name":"Rippling","domain":"rippling.com","recommendation_share":20,"ci_low":10,"ci_high":35.9,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":14.3,"all_mention_runs":12,"mention_rate":34.3,"mention_breakdown":{"legacy":0,"listed":5,"context":5,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":42.9,"mentions":3},"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"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":"0b27b126-5451-45d7-a272-3d5324d48e17","name":"Emburse","domain":"emburse.com","recommendation_share":17.1,"ci_low":8.1,"ci_high":32.7,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13.7,"all_mention_runs":10,"mention_rate":28.6,"mention_breakdown":{"legacy":0,"listed":6,"context":4,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":57.1,"mentions":4},"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},{"index_product_id":"baeb400a-cc01-42ee-9434-616a6a6653a1","name":"Remote","domain":"remote.com","recommendation_share":14.3,"ci_low":6.3,"ci_high":29.4,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":4.3,"all_mention_runs":5,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":14.3,"mentions":1},"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"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":"8cea72e9-dd6a-471f-9cca-244339ad688d","name":"Airbase","domain":null,"recommendation_share":14.3,"ci_low":6.3,"ci_high":29.4,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":7.2,"all_mention_runs":6,"mention_rate":17.1,"mention_breakdown":{"legacy":0,"listed":5,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":42.9,"mentions":3},"gemini":{"runs":7,"share":14.3,"mentions":1},"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":"e01415b2-474d-41f0-849e-e158fba3e828","name":"Fyle","domain":"fyle.com","recommendation_share":14.3,"ci_low":6.3,"ci_high":29.4,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.8,"all_mention_runs":6,"mention_rate":17.1,"mention_breakdown":{"legacy":0,"listed":4,"context":1,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":28.6,"mentions":2},"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"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":"d10023cf-accf-4b3f-93f2-298e376a5007","name":"Dext","domain":"dext.com","recommendation_share":11.4,"ci_low":4.5,"ci_high":26,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":3.5,"all_mention_runs":4,"mention_rate":11.4,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":14.3,"mentions":1},"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"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":"125f63d1-53e4-4c49-b540-624c8f340b53","name":"Payhawk","domain":"payhawk.com","recommendation_share":11.4,"ci_low":4.5,"ci_high":26,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":4.5,"all_mention_runs":9,"mention_rate":25.7,"mention_breakdown":{"legacy":0,"listed":2,"context":5,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"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":"d355589d-eada-43b8-9eb0-5e3f62cfcad2","name":"Forbes","domain":"forbes.com","recommendation_share":11.4,"ci_low":4.5,"ci_high":26,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":6,"all_mention_runs":5,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"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":"c9c84a6f-f444-42ae-bedc-319b2adbaef2","name":"Excel","domain":null,"recommendation_share":11.4,"ci_low":4.5,"ci_high":26,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":7,"all_mention_runs":4,"mention_rate":11.4,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"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},{"index_product_id":"e2ac167e-6730-4905-a775-5045f6ec27ad","name":"Sage Expense Management","domain":null,"recommendation_share":11.4,"ci_low":4.5,"ci_high":26,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.8,"all_mention_runs":5,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":3,"context":1,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"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":"ed1c3928-06de-4638-aa3c-e755d87c7efe","name":"Spendesk","domain":"spendesk.com","recommendation_share":11.4,"ci_low":4.5,"ci_high":26,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":9.5,"all_mention_runs":8,"mention_rate":22.9,"mention_breakdown":{"legacy":0,"listed":4,"context":4,"recommended":0,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":28.6,"mentions":2},"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},{"index_product_id":"16d90df5-2bd5-43bd-abd0-c51304990fb1","name":"Divvy","domain":"divvy.com","recommendation_share":8.6,"ci_low":3,"ci_high":22.4,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2.3,"all_mention_runs":6,"mention_rate":17.1,"mention_breakdown":{"legacy":0,"listed":3,"context":3,"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":"b18898cc-7964-4582-844e-9e20a2ecde28","name":"Paylocity","domain":"paylocity.com","recommendation_share":8.6,"ci_low":3,"ci_high":22.4,"mention_runs":3,"first_rec_runs":1,"first_rec_rate":33.3,"avg_position":6,"all_mention_runs":9,"mention_rate":25.7,"mention_breakdown":{"legacy":0,"listed":2,"context":6,"recommended":1,"warned_against":0},"per_engine":{"grok":{"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},{"index_product_id":"d9e93d4c-fd8c-4d0f-987f-5bc581d475ef","name":"FreshBooks","domain":"freshbooks.com","recommendation_share":8.6,"ci_low":3,"ci_high":22.4,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.3,"all_mention_runs":5,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":14.3,"mentions":1},"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":"tax-time-reports","value":"Tax-time reports"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"invoicing","value":"Invoicing"},"source_url":"https://www.freshbooks.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"estimates","value":"Estimates"},"source_url":"https://www.freshbooks.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://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"mileage-tracking","value":"Mileage tracking"},"source_url":"https://www.freshbooks.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"proposals","value":"Proposals"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"client-retainers","value":"Client retainers"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"payroll","value":"Payroll"},"source_url":"https://www.freshbooks.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"bank-reconciliation","value":"Bank reconciliation"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"project-profitability","value":"Project profitability"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"accountant-access","value":"Accountant access"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"affirm","value":"Affirm"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"afterpay","value":"Afterpay"},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"mobile","value":"Mobile"},"source_url":"https://www.freshbooks.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"api","value":"API"},"source_url":"https://www.freshbooks.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"premium","plan":"Premium","annual_usd":70,"monthly_usd":7},"source_url":"https://www.freshbooks.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"8ca93186-f28a-4dde-ab58-d525efd87a06","name":"Slack","domain":"slack.com","recommendation_share":8.6,"ci_low":3,"ci_high":22.4,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.5,"all_mention_runs":4,"mention_rate":11.4,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"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":"690b949a-94a0-42cf-9ae5-10cf99690e29","name":"Rydoo","domain":"rydoo.com","recommendation_share":8.6,"ci_low":3,"ci_high":22.4,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13.7,"all_mention_runs":5,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":14.3,"mentions":1},"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"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":"c28fe9db-e950-493d-af0b-87f3181f1d58","name":"Google Sheets","domain":"sheets.google.com","recommendation_share":5.7,"ci_low":1.6,"ci_high":18.6,"mention_runs":2,"first_rec_runs":2,"first_rec_rate":100,"avg_position":1,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"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":"5fbc459a-e8aa-4128-a1e3-925180a5c365","name":"Veryfi","domain":"veryfi.com","recommendation_share":5.7,"ci_low":1.6,"ci_high":18.6,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":1.5,"all_mention_runs":3,"mention_rate":8.6,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":2,"warned_against":0},"per_engine":{"anthropic":{"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":"dc355d8a-cba3-48f9-92c7-3203d9742066","name":"Receipt Bank","domain":null,"recommendation_share":5.7,"ci_low":1.6,"ci_high":18.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":7,"share":14.3,"mentions":1},"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":"39a02f86-7fb0-4332-a449-3e1a95f15e86","name":"ExpenseOnDemand","domain":null,"recommendation_share":5.7,"ci_low":1.6,"ci_high":18.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":15,"all_mention_runs":2,"mention_rate":5.7,"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},{"index_product_id":"7306dac8-8a71-4138-b78a-add4a6a0743e","name":"Capital One","domain":"capitalone.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"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":"8a6eb899-9a8b-4af9-8707-75b406c907c5","name":"QuickBooks Payments","domain":"quickbooks.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":1,"mention_rate":2.9,"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},{"index_product_id":"91e4d7c9-ee6b-4b1e-be4f-c2e581085be7","name":"Airwallex","domain":"airwallex.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":5,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":0,"context":4,"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,"product_facts":{"feature":[{"value":{"key":"bill-pay","value":"Bill pay"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"expense-management","value":"Expense management"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"multi-currency-corporate-cards","value":"Multi-currency corporate cards"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"global-accounts","value":"Global Accounts"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"3-way-matching","value":"3-way matching"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"ai-receipt-matching","value":"AI receipt matching"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"xero","value":"Xero"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"dynamics-365-business-central","value":"Dynamics 365 Business Central"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"netsuite","value":"NetSuite"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"magento","value":"Magento"},"source_url":"https://www.airwallex.com/en-us","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"woocommerce","value":"WooCommerce"},"source_url":"https://www.airwallex.com/en-us","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"shopify","value":"Shopify"},"source_url":"https://www.airwallex.com/en-us","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"quickbooks","value":"QuickBooks"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"mobile-app","value":"Mobile app"},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"grow","plan":"Grow","monthly_usd":12},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"},{"value":{"key":"explore","plan":"Explore","free_tier":true,"monthly_usd":0},"source_url":"https://www.airwallex.com/en-us/pricing","last_verified_at":"2026-09-05T15:47:48.476Z","verified_by":"agent_research"}]}},{"index_product_id":"a06ad4e2-2d0c-40f7-ace2-aa4c1f4ec387","name":"Foreceipt","domain":"foreceipt.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":1,"mention_rate":2.9,"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":"b3adf495-6d76-4b40-9783-39718f426ef6","name":"Sage Expense Management (Fyle)","domain":"fylehq.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"all_mention_runs":9,"mention_rate":25.7,"mention_breakdown":{"legacy":0,"listed":1,"context":8,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"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":"b1a8ff72-1086-4dbd-a16c-440e6405f10c","name":"Airtable","domain":"airtable.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":1,"mention_rate":2.9,"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":"automations","value":"Automations"},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"form-submissions","value":"Form submissions"},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"admin-roles-with-fine-grained-permissions","value":"Admin roles with fine-grained permissions"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"automated-user-provisioning","value":"Automated user provisioning"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"integration":[{"value":{"key":"claude","value":"Claude"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"gmail","value":"Gmail"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"anthropic","value":"Anthropic"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"llama","value":"Llama"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"gemini","value":"Gemini"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"openai","value":"OpenAI"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"chatgpt","value":"ChatGPT"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://www.airtable.com/","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"mobile","value":"Mobile"},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"desktop","value":"Desktop"},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}],"pricing":[{"value":{"key":"free","plan":"Free","free_tier":true},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"team","plan":"Team","monthly_usd":20},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"},{"value":{"key":"business","plan":"Business","monthly_usd":45},"source_url":"https://airtable.com/pricing","last_verified_at":"2026-09-05T15:44:11.433Z","verified_by":"agent_research"}]}},{"index_product_id":"f41e96fa-f25d-406e-9d54-0d4f24d16a98","name":"Coupa","domain":"coupa.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"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":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","domain":"microsoft.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":1,"mention_rate":2.9,"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,"product_facts":{"feature":[{"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":"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":"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":"pc","value":"PC"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"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"}]}},{"index_product_id":"c4bf6c97-e0cf-4bba-8e51-cc993b85d5eb","name":"Shoeboxed","domain":"shoeboxed.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"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":"732d556e-1e9d-4dc9-9e4f-9f904b915055","name":"Dext Prepare","domain":null,"recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":1,"mention_rate":2.9,"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":"3fca0c64-4513-4e7c-91f0-cc706f72f649","name":"NerdWallet","domain":"nerdwallet.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":1,"mention_rate":2.9,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"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":"83038349-fbdd-4dd3-a476-50608f0fe898","name":"Flowlu","domain":"flowlu.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":1,"mention_rate":2.9,"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":"51b8cf1f-f6ff-4a46-a7d4-dd072ffc5c38","name":"Pleo","domain":"pleo.io","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":1,"mention_rate":2.9,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"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":"8aaf607d-126a-449b-8a92-4ab633b59bcd","name":"Chase","domain":"chase.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":3,"mention_rate":8.6,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"grok":{"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":"6d29dc0f-5d41-445c-be2d-ba32b6eef24d","name":"Mercury","domain":"mercury.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":8,"mention_rate":22.9,"mention_breakdown":{"legacy":0,"listed":1,"context":7,"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":"6725022d-c9b7-49b7-82ae-07fd92bfad9c","name":"Easy Expense","domain":null,"recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":2.9,"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":"1c0b11fa-924a-40db-9ac9-e5bbcb57dc16","name":"Workato","domain":"workato.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":1,"mention_rate":2.9,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"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,"product_facts":{"feature":[{"value":{"key":"event-triggers-context","value":"Event triggers & context"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"orchestration-engine","value":"Orchestration engine"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"ai-gateway-routing","value":"AI gateway & routing"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"guardrails-approvals","value":"Guardrails & approvals"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"data-masking-residency","value":"Data masking & residency"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"audit-activity-logs","value":"Audit & activity logs"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"verified-user-access-rbac","value":"Verified user access / RBAC"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"enterprise-ai-governance","value":"Enterprise AI Governance"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"production-velocity","value":"Production Velocity"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"unified-observability","value":"Unified Observability"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"multi-agent-orchestration","value":"Multi Agent Orchestration"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"composable-mcp-servers","value":"Composable MCP servers"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"api","value":"API"},"source_url":"https://www.workato.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"c63008c7-e670-45db-9143-1df504923a19","name":"Everlance","domain":"everlance.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":1,"mention_rate":2.9,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"grok":{"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":"135f6391-4ed2-41f4-b994-e34412123653","name":"Jotform","domain":"jotform.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":23,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"grok":{"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":"a2049e21-e1ca-45b9-9d1d-695c4c89b057","name":"Concur Expense","domain":null,"recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":2.9,"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":"1f77f737-e493-4bbd-86cd-20c5bc35159b","name":"Oracle AI","domain":"oracle.com","recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":2,"mention_rate":5.7,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"grok":{"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":"2e8b8c92-eb63-4bb8-b4ab-d9bec170a0b2","name":"Webexpenses Expense Management","domain":null,"recommendation_share":2.9,"ci_low":0.5,"ci_high":14.5,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":2.9,"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}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","editorial":[]}