AI visibility in France

Explore brands in industry panels measured from France.

Most cited source

youtube.com

311citations

From Google AI Mode, Gemini and Google AI Overviews

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
Zoho Payroll IN Unranked in HR and payroll tools in France Too few answers No history yet 0% 0% None First reading
Zoho People IN Unranked in HR and payroll tools in France Too few answers No history yet 2% 0% None First reading
Zoho Projects IN Unranked in project management tools in France Too few answers No history yet 0% 0% None First reading
Zoho Sign IN Unranked in e-signature tools in France Too few answers No history yet 2% 1% None First reading
Zoho Sites Unranked in website builders in France Too few answers No history yet 0% 0% None First reading
Zoho Vault IN Unranked in password managers in France Too few answers No history yet 1% 0% None First reading
Zola Unranked in HR and payroll tools in France Too few answers No history yet 3% 0% None First reading
ZoneAlarm US Unranked in antivirus apps in France Too few answers No history yet 1% 0% None First reading
ZoogVPN GR Unranked in VPNs in France Too few answers No history yet 0% 0% None First reading
ZoomInfo SalesOS US Unranked in sales engagement tools in France Too few answers No history yet 1% 0% 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 youtube.com Social 15.1% 3 of 4 274 Not read
2 francenum.gouv.fr Regulator 4.9% 3 of 4 51 60
3 reddit.com Community 6.5% 4 of 4 80 22
4 service-public.gouv.fr Regulator 3.2% 4 of 4 39 6
5 cnil.fr Regulator 3.1% 2 of 4 39 Not read
6 cybermalveillance.gouv.fr Regulator 1.6% 2 of 4 22 2
7 europa.eu Regulator 1.0% 2 of 4 28 Not read
8 linkedin.com Social 2.6% 2 of 4 35 Not read
9 cyber.gouv.fr Regulator 1.8% 3 of 4 18 Not read
10 cisa.gov Regulator 1.4% 2 of 4 19 4

The questions, and who wins each

QuestionLanguageWins it
best travel and expense software for small businesses English Navan and Zoho Expense, tied
business travel booking and expense tracking for finance teams English Navan, Payhawk, TravelPerk, SAP Concur, Spendesk and TravelPerk, tied
how can a small business track employee travel spending English Expensify and Intuit QuickBooks Online Advanced, tied
how to reimburse employees for business travel expenses English No brand recommended
centralized travel booking vs employee-paid bookings for small businesses English No brand recommended
Quel est le meilleur gestionnaire de mots de passe pour un usage personnel ? French 1Password, Bitwarden and Proton Pass, tied
Quel est un bon gestionnaire de mots de passe pour une famille ? French 1Password, Bitwarden and Proton Pass, tied
Comment organiser les mots de passe de tous mes comptes ? French Apple Passwords and Bitwarden, tied
Comment partager des mots de passe en toute sécurité avec ma famille ? French Bitwarden
Ma famille devrait-elle utiliser un gestionnaire de mots de passe ou noter les mots de passe dans un carnet ? French Bitwarden, KeePass, KeePassXC and Proton Pass, tied

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