AI visibility in France

Explore brands in industry panels measured from France.

Most cited source

reddit.com

85citations

From Google AI Mode, Gemini, Google AI Overviews and ChatGPT

Where engines disagree most

Not compared

A list across industries has no engine top three.

Brands

Brand Place in its industry Heralded Score Score trend Mentioned Recommended By engine Mentioned by Change
HubSpot US #1 in marketing automation tools in France#1 in CRM tools in France 71 , range 43–79 No history yet 54% 29% None First reading
Asana US #1 in project management tools in France 68 , range 39–78 No history yet 51% 28% First reading
AWS US #1 in cloud hosting platforms in France 45 , range 29–70 No history yet 47% 11% None First reading
Bitdefender RO #2 in endpoint security tools in France#1 in antivirus apps in France 50 , range 25–63 No history yet 27% 21% None First reading
Bitwarden US #1 in password managers in France 74 , range 41–81 No history yet 52% 38% First reading
DocuSign US #1 in e-signature tools in France 62 , range 38–78 No history yet 57% 22% None First reading
HubSpot Sales Hub US #1 in sales engagement tools in France 65 , range 31–75 No history yet 48% 21% None First reading
Microsoft Defender US #1 in endpoint security tools in France#2 in antivirus apps in France 51 , range 28–62 No history yet 29% 19% None First reading
Odoo BE Unranked in project management tools in France#1 in ERP tools in FranceUnranked in CRM tools in France 27 , range 17–51 No history yet 16% 7% None First reading
PayFit FR #1 in HR and payroll tools in France 47 , range 39–61 No history yet 49% 21% None First reading

This list spans more than one industry, so each brand shows its place in its own. Every brand named in at least three answers is placed. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 reddit.com Community 6.5% 4 of 4 80 22
2 quora.com Community 1.1% 1 of 4 14 Not read
3 medium.com Community 0.5% 2 of 4 6 Not read
4 askleo.com Community 0.2% 1 of 4 2 Not read
5 dev.to Community 0.2% 2 of 4 2 Not read
6 ahelwer.ca Community 0.1% 1 of 4 1 Not read
7 basilou.com Community 0.1% 1 of 4 1 Not read
8 civam.org Community 0.1% 1 of 4 1 Not read
9 cyberpresso.com Community 0.1% 1 of 4 1 Not read
10 desinri.com Community 0.1% 1 of 4 1 Not read

The questions, and who wins each

QuestionLanguageWins it
best cloud hosting platform for independent developers English Hetzner and Vercel, tied
cloud hosting for small software teams English Railway
how can a developer host an app without managing servers English Cloudflare Pages, Cloudflare Workers, Firebase, Google Cloud, Netlify and Vercel, tied
how to keep a startup website online as traffic grows English AWS
managed cloud hosting vs self-managed servers for startups English DigitalOcean
Quel antivirus choisir pour protéger mon PC Windows des logiciels malveillants ? French Bitdefender and Microsoft Defender, tied
Quel antivirus peut protéger les téléphones et les ordinateurs de toute la famille ? French Bitdefender and Norton, tied
Que choisir pour protéger mon Mac des virus et des rançongiciels ? French Bitdefender and Intego, tied
Quel antivirus peut protéger mon téléphone Android des applications malveillantes ? French Bitdefender
Comment empêcher les logiciels malveillants d’infecter mon ordinateur portable ? French Microsoft Defender

Method

For the AI side, each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured