Leader
62Heralded Score, range 38–78
The most visible e-signature tools in France, October 2026
Most cited source
22citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 62 , range 38–78 | 72#1 | 45= #1 | 62
| 57% | 22% | | First reading | |
| 2 | | New entry | 57 , range 33–76 | 66#2 | 42= #3 | 57
| 46% | 24% | | First reading | |
| 3 | | New entry | 43 , range 22–63 | 44#3 | 42= #3 | 43
| 28% | 15% | | First reading | |
| 4 | | New entry | 42 , range 21–60 | 40#4 | 45= #1 | 42
| 28% | 10% | | First reading | |
| 5 | | New entry | 26 , range 19–53 | 35#5 | 11= #9 | 26
| 20% | 6% | | First reading | |
| 6 | | New entry | 22 , range 11–53 | 34#6 | 2#14 | 22
| 13% | 9% | | First reading | |
| 7 | | New entry | 20 , range 8–48 | 32#7 | 0= #22 | 20
| 13% | 6% | | First reading | |
| 8 | | New entry | 17 , range 5–46 | 27#8 | 0= #22 | 17
| 11% | 4% | | First reading | |
| 9 | | New entry | 16 , range 2–47 | 8#9 | 31#5 | 16
| 9% | 1% | | First reading | |
| 10 | | New entry | 14 , range 1–46 | 5#11 | 28= #6 | 14
| 6% | 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 | 20.0% | 2 of 4 | 17 | Not read |
| 2 | | Regulator | 5.0% | 1 of 4 | 8 | Not read |
| 3 | | Regulator | 15.0% | 2 of 4 | 1 | 12 |
| 4 | | Vendor site | 11.7% | 3 of 4 | 1 | 5 |
| 5 | | Media | 10.0% | 3 of 4 | 1 | 11 |
| 6 | | Regulator | 5.0% | 2 of 4 | 2 | Not read |
| 7 | | Vendor site | 8.3% | 3 of 4 | 1 | 7 |
| 8 | | Regulator | 5.0% | 1 of 4 | 4 | Not read |
| 9 | | Regulator | 5.0% | 1 of 4 | 2 | Not read |
| 10 | | Regulator | 3.3% | 1 of 4 | 3 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quels sont les meilleurs outils de signature électronique pour les petites entreprises ? | French | |
| Comment une petite entreprise peut-elle signer des contrats en ligne ? | French | |
| Comment une petite entreprise peut-elle signer des contrats sans se rencontrer en personne ? | French | No brand recommended |
| Comment faire signer un contrat en ligne à un client ? | French | |
| Pour une petite entreprise, vaut-il mieux signer les contrats en ligne ou sur papier ? | French | No brand recommended |
| Pour une petite entreprise, vaut-il mieux utiliser des signatures électroniques ou des documents numérisés ? | French | No brand recommended |
| Quelles sont les alternatives à l’impression et à la numérisation de contrats pour les petites entreprises ? | French | |
| Quelles sont les alternatives aux contrats papier à signer pour les petites entreprises ? | French | |
| Je dirige une entreprise de 10 salariés et je veux envoyer des contrats à signer en ligne. Quel outil utiliser ? | French | |
| Je dirige une équipe commerciale et je dois faire signer rapidement des contrats à des clients. Quel outil utiliser ? | French | |
Each engine's top three
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.