AI visibility in France

Explore brands in industry panels measured from France.

Most cited source

lafabriquedunet.fr

18citations

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% 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% First reading
HubSpot Sales Hub US #1 in sales engagement tools in France 65 , range 31–75 No history yet 48% 21% 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% First reading
PayFit FR #1 in HR and payroll tools in France 47 , range 39–61 No history yet 49% 21% 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 lafabriquedunet.fr Review site 1.5% 4 of 4 16 13
2 foxeet.fr Review site 1.0% 2 of 4 10 28
3 appvizer.fr Review site 1.1% 1 of 4 12 Not read
4 av-test.org Review site 0.6% 4 of 4 9 Not read
5 g2.com Review site 0.5% 2 of 4 8 Not read
6 tool-advisor.fr Review site 0.7% 3 of 4 7 14
7 toolradar.com Review site 0.7% 1 of 4 6 25
8 outils-pme.fr Review site 0.5% 2 of 4 2 10
9 spotsaas.com Review site 0.4% 2 of 4 2 20
10 capterra.com Review site 0.4% 3 of 4 2 7

The questions, and who wins each

QuestionLanguageWins it
Quelle est la meilleure plateforme d’hébergement cloud pour une startup ? French DigitalOcean
Hébergement cloud pour les petites boutiques en ligne French OVHcloud
Comment une startup peut-elle assurer la disponibilité de son application sans interruption ? French No brand recommended
Comment héberger une boutique en ligne qui attire de plus en plus de visiteurs ? French No brand recommended
Serveur interne ou hébergement cloud pour une startup ? French No brand recommended
Serveur dédié ou hébergement cloud pour une petite boutique en ligne ? French OVHcloud
Quelles sont les alternatives à l’hébergement sur serveur dédié pour une boutique en ligne ? French No brand recommended
Quelles alternatives aux serveurs sur site pour les applications d’une petite entreprise ? French No brand recommended
Je dirige une petite startup et je cherche un hébergement cloud avec des coûts mensuels prévisibles. French OVHcloud
J’ai une boutique en ligne avec un trafic saisonnier et je cherche des ressources cloud flexibles. French AWS

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