Email marketing ▲ gained
15→21/40
Mailchimp gained
Rose from 15 to 21 of 40 email-marketing answers.
Latest data · 7 November 2026
Which brands do AI assistants recommend?
The same 48 buyer questions to ChatGPT, Gemini, Claude and Perplexity, measured every week.
Independent measurement, not a ranking product and not a consultancy pitch.
The assistants don’t trust the same sources7 NOV 2026
Share of each assistant’s unique citations that pointed to vendors’ own websites
- 48English buyer questions
- 6software categories
- 240answers analysed
- 4assistants, web search on
Latest findings
Week of 7 November 2026
Who the assistants named, and how that moved since 1 November 2026.
CRM ▼ slipped
37→32/40
HubSpot slipped, still first
Fell from 37 to 32 of 40 CRM answers and remained the most-named CRM.
Ecommerce every answer
40/40
Shopify was named in every answer
Shopify appeared in all 40 ecommerce-platform answers.
Website builders
34/40
Wix leads website builders
Wix was named in 34 of 40 website-builder answers.
Cited sources
23/240
Reddit citations were all Gemini
Reddit was cited in 23 of 240 answers, every one from Gemini.
Agreement
10/24
Rarely the same first pick
On the 24 questions all four assistants answered, they named the same brand first on only 10.
48 English buyer questions across six software categories · 240 answers from ChatGPT, Gemini, Claude and Perplexity · measured 7 November 2026. Small samples: treat week-to-week moves as leads, not settled findings.
Explore
The data behind every issue
Full tables, category pages and the method are on the AI Visibility Index.
AI Visibility Index
This week’s tables: which brands each assistant named, and which sites it cited.
Open the index →Categories
- CRM
- Ecommerce
- Website builders
- Project management
- AI writing tools
Method
How the measurement is run: official APIs, web search on, the same questions every week.
Read the method →Get the measurement every Monday, free.
Which brands the assistants recommend, which sites they cite, and one tactic.