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The November 2026 Edition

The live November 2026 record of who the 9 leading AI models actually recommend. Captured from real answers, with receipts on every category page. This edition can still be refreshed until Nov 30, 2026. It freezes then, and is never edited after.

Download CSVLive edition · captured November 2026 · freezes Nov 30, 2026
255
categories
3,066
brands ranked
9
AI models
158
unanimous leaders (9 of 9)

Movers this edition

Sources this edition

Across 241 categories, a median 43% of cited sources were new this edition, measured against October 2026. Counted as distinct source domains per category, pooled across the 9 AI models, from the edition’s own citation record. Read the methodology →

Closest races

The full record

Every category’s leader this edition, named by N of 9 AI models. Click through for the frozen record: the ranking, the splits, and every verbatim answer as captured.

Business Software · 62

ABM platforms6sense9/9B2B data providersZoomInfo9/9CMS platformsWordPress9/9CRM softwareSalesforce9/9ERP softwareSAP9/9HR softwareBambooHR9/9IAM softwareMicrosoft Entra ID9/9ITSM toolsServiceNow9/9MDM softwareMicrosoft Intune9/9PEO servicesJustworks8/9POS systemsSquare9/9SEO toolsSemrush9/9SMS marketing platformsKlaviyo8/9VPNNordVPN9/9accounting softwareQuickBooks Online9/9affiliate marketing softwareimpact.com8/9antivirus softwareBitdefender9/9applicant tracking systemsGreenhouse9/9appointment scheduling softwareCalendly9/9backup softwareBackblaze9/9business intelligence softwareMicrosoft Power BI9/9business phone systemsRingCentral9/9cloud storageGoogle Drive9/9compliance softwareVanta9/9construction management softwareProcore9/9contract management softwareIronclad8/9customer success softwareGainsight9/9digital asset management softwareBynder9/9domain registrarsPorkbun9/9ecommerce platformsShopify9/9electronic signature softwareDocuSign9/9email marketing softwareMailchimp9/9employer of record servicesDeel9/9event management softwareCvent9/9expense management softwareRamp9/9field service softwareJobber9/9help desk softwareZendesk9/9inventory management softwareZoho Inventory8/9invoicing softwareQuickBooks Online9/9knowledge base softwareNotion8/9landing page buildersUnbounce9/9live chat softwareLiveChat9/9marketing automation softwareHubSpot9/9note taking appsApple Notes9/9observability toolsDatadog9/9online form buildersJotform9/9password managers1Password9/9payment processorsStripe9/9payroll softwareGusto9/9procurement softwareSAP Ariba8/9project management softwaremonday.com9/9property management softwareAppFolio9/9restaurant POS systemsToast9/9sales engagement platformsOutreach9/9screen recording softwareOBS Studio8/9social media management toolsBuffer9/9subscription billing softwareStripe Billing9/9survey toolsGoogle Forms9/9time tracking softwareClockify9/9video conferencing softwareZoom9/9web hostingHostinger9/9website buildersWix9/9

Regional editions

Australia

48 categories collected · 46 with a different leader than the global ranking

Canada

48 categories collected · 40 with a different leader than the global ranking

United Kingdom

48 categories collected · 44 with a different leader than the global ranking

United States

48 categories collected · 14 with a different leader than the global ranking

Regional pages publish only where the local ranking meaningfully differs. Browse the Index →

From November 3, 2026, a country counts as crowning a different #1 only when its #1 is a different brand from the global #1: two names for the same brand, or the same brand on its own site, count as one. Earlier editions are counted the same way.

Built from the Index’s hash-frozen monthly answer corpus: each of the 9 AI models asked the buyer’s question, answers stored verbatim, brands ranked by presence only. Rankings are computed from AI responses alone and are not for sale. Read the methodology →