The October 2026 Edition
The live October 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 Oct 31, 2026. It freezes then, and is never edited after.
Movers this edition
Sources this edition
Across 241 categories, a median 47% of cited sources were new this edition, measured against September 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 #1 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 · 48
Developer Infrastructure · 22
AI Infrastructure · 15
AI & Creative Tools · 14
Marketing & Agencies · 9
Consumer Electronics · 13
Home, Kitchen & Appliances · 26
Health & Fitness · 14
Food, Apparel & Lifestyle · 8
Finance & Insurance · 20
Travel & Automotive · 12
Education, Apps & Services · 14
Professional Services · 20
Regional editions
48 categories collected · 44 with a different #1 than the global ranking
48 categories collected · 43 with a different #1 than the global ranking
48 categories collected · 45 with a different #1 than the global ranking
48 categories collected · 12 with a different #1 than the global ranking
Regional pages publish only where the local ranking meaningfully differs. Browse the Index →
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 →