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 European neobanks in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in HR and payroll tools in FranceUnranked in ERP tools in FranceUnranked in accounting tools in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in travel and expense tools in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in marketing automation tools in France | Too few answers | No history yet | 0% | 0% | None | First reading | |
| | Unranked in e-signature tools in France | Too few answers | No history yet | 0% | 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 | | Social | 15.1% | 3 of 4 | 274 | Not read |
| 2 | | Regulator | 4.9% | 3 of 4 | 51 | 60 |
| 3 | | Community | 6.5% | 4 of 4 | 80 | 22 |
| 4 | | Regulator | 3.2% | 4 of 4 | 39 | 6 |
| 5 | | Regulator | 3.1% | 2 of 4 | 39 | Not read |
| 6 | | Regulator | 1.6% | 2 of 4 | 22 | 2 |
| 7 | | Regulator | 1.0% | 2 of 4 | 28 | Not read |
| 8 | | Social | 2.6% | 2 of 4 | 35 | Not read |
| 9 | | Regulator | 1.8% | 3 of 4 | 18 | Not read |
| 10 | | Regulator | 1.4% | 2 of 4 | 19 | 4 |
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best cloud hosting platform for independent developers | English | |
| cloud hosting for small software teams | English | |
| how can a developer host an app without managing servers | English | |
| how to keep a startup website online as traffic grows | English |  AWS |
| managed cloud hosting vs self-managed servers for startups | English | |
| Quel antivirus choisir pour protéger mon PC Windows des logiciels malveillants ? | French | |
| Quel antivirus peut protéger les téléphones et les ordinateurs de toute la famille ? | French | |
| Que choisir pour protéger mon Mac des virus et des rançongiciels ? | French | |
| Quel antivirus peut protéger mon téléphone Android des applications malveillantes ? | French | |
| Comment empêcher les logiciels malveillants d’infecter mon ordinateur portable ? | 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.