Leader
5Heralded Score, range 1–44
The most visible web design agencies in France, October 2026
Most cited source
21citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
Not compared
No engine has a top three yet.
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 5 , range 1–44 | 4#2 | 7#9 | 5
| 4% | 1% | | First reading | |
| 2 | | New entry | 5 , range 2–37 | 8#1 | 0= #21 | 5
| 4% | 3% | | First reading | |
| – | 4Beez IT | Unranked | Too few answers | Not measured | 0= #21 | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #21 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 2= #14 | –
| 3% | 3% | | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #21 | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 0= #21 | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | 12#4 | –
| 2% | 1% | | First reading | |
| – | Agence 1400 | Unranked | Too few answers | Not measured | 0= #21 | –
| 1% | 0% | None | First reading | |
| – | Agence KNR CA | Unranked | Too few answers | Not measured | 0= #21 | –
| 1% | 1% | | First reading |
“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. AI and Search give each brand’s score and rank on that side alone. 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 | 11.7% | 2 of 4 | 20 | Not read |
| 2 | | Review site | 15.0% | 3 of 4 | 11 | 3 |
| 3 | | Regulator | 6.7% | 2 of 4 | 6 | Not read |
| 4 | | Directory | 10.0% | 3 of 4 | 6 | 9 |
| 5 | | Vendor site | 8.3% | 2 of 4 | 3 | Not read |
| 6 | | Consultancy | 1.7% | 1 of 4 | 4 | Not read |
| 7 | | Consultancy | 6.7% | 2 of 4 | 3 | 4 |
| 8 | | Consultancy | 5.0% | 2 of 4 | 2 | Not read |
| 9 |  shopify.com | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 10 |  wordpress.com | Vendor site | 1.7% | 1 of 4 | 3 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quelles sont les meilleures agences de création de sites web pour les petites entreprises ? | French | |
| Agence de création et de développement de sites web pour une entreprise | French | 4Beez, |
| Comment une petite entreprise peut-elle faire créer un site web professionnel ? | French | No brand recommended |
| Comment choisir une agence web pour refondre son site ? | French | No brand recommended |
| Agence web ou freelance pour créer le site d’une petite entreprise ? | French | NapDigital |
| Agence web ou outil de création de site pour le site d’une entreprise ? | French | |
| Quelles alternatives pour créer soi-même le site de son entreprise ? | French | No brand recommended |
| Quelles alternatives au recrutement d’un développeur web à temps plein ? | French | No brand recommended |
| Je dirige une entreprise de 20 personnes et notre site web semble dépassé. Quelle agence web devrions-nous choisir ? | French | Galopins, Moumz and |
| Je dirige le marketing d’une entreprise B2B et j’ai besoin d’un nouveau site web qui génère des prospects. | French | No brand recommended |
Each engine's top three
Google AI Mode
No brand named in at least three answers.
Gemini
No brand named in at least three answers.
Google AI Overviews
No brand named in at least three answers.
ChatGPT
No brand named in at least three answers.
Related leaderboards
Method
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
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.