Most cited source
311citations
From Google AI Mode, Gemini and Google AI Overviews
AI visibility in France
Explore brands in industry panels measured from France.
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 |
|---|---|---|---|---|---|---|---|---|
| | Unranked in HR and payroll tools in France#1 in accounting tools in France | 45 , range 8–52 | No history yet | 16% | 8% | None | First reading | |
| | #1 in business intelligence tools in France | 40 , range 30–73 | No history yet | 41% | 19% | | First reading | |
| | #1 in VPNs in France | 51 , range 22–62 | No history yet | 25% | 17% | None | First reading | |
| | #1 in European neobanks in France | 75 , range 44–82 | No history yet | 57% | 36% | None | First reading | |
 Shopify CA | #3 in website builders in France#1 in e-commerce platforms in France | 59 , range 40–76 | No history yet | 51% | 28% | None | First reading | |
| | #1 in travel and expense tools in France | 45 , range 22–62 | No history yet | 28% | 14% | None | First reading | |
| | #1 in website builders in France | 63 , range 49–84 | No history yet | 59% | 44% | None | First reading | |
| | #1 in customer support tools in France | 46 , range 27–70 | No history yet | 41% | 14% | None | First reading | |
| | #2 in password managers in France | 55 , range 31–74 | No history yet | 44% | 23% | | First reading | |
| | #2 in sales engagement tools in France | 30 , range 20–58 | No history yet | 21% | 12% | 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 | | Social | 15.1% | 3 of 4 | 274 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Community | 6.5% | 4 of 4 | 80 | 22 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Brand site | 3.3% | 2 of 4 | 55 | 6 |
| 7 | | Vendor site | 3.6% | 4 of 4 | 44 | 3 |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | | Brand site | 3.5% | 4 of 4 | 44 | 2 |
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best travel and expense software for small businesses | English | |
| business travel booking and expense tracking for finance teams | English | |
| how can a small business track employee travel spending | English | |
| 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 | |
| Quel est un bon gestionnaire de mots de passe pour une famille ? | French | |
| Comment organiser les mots de passe de tous mes comptes ? | French | |
| Comment partager des mots de passe en toute sécurité avec ma famille ? | French | |
| Ma famille devrait-elle utiliser un gestionnaire de mots de passe ou noter les mots de passe dans un carnet ? | French | |
Industries
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.