Leader
76Heralded Score, range 65–84
The most visible password managers in France, October 2026
Most cited source
9citations
From Google AI Mode, Gemini and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
Brands
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 76 , range 65–84 | 76#1 | 76
| 74% | 56% | | First reading | |
| 2 | | New entry | 63 , range 49–75 | 63#2 | 63
| 65% | 34% | | First reading | |
| 3 | | New entry | 41 , range 33–52 | 41#3 | 41
| 31% | 24% | | First reading | |
| 4 | | New entry | 40 , range 32–50 | 40#4 | 40
| 28% | 23% | | First reading | |
| 5 | | New entry | 36 , range 25–45 | 36#5 | 36
| 22% | 18% | | First reading | |
| 6 | | New entry | 36 , range 25–45 | 36#6 | 36
| 23% | 17% | | First reading | |
| 7 | | New entry | 31 , range 9–39 | 31#7 | 31
| 22% | 5% | | First reading | |
| 8 | | New entry | 30 , range 8–39 | 30#8 | 30
| 16% | 10% | | First reading | |
| 9 | | New entry | 20 , range 6–36 | 20#9 | 20
| 15% | 6% | | First reading | |
| 10 | | New entry | 17 , range 5–36 | 17#10 | 17
| 10% | 9% | None | 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 gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. 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 | | Media | 15.0% | 3 of 4 | 1 | 7 |
| 2 | | Media | 11.7% | 3 of 4 | 2 | Not read |
| 3 | | Media | 8.3% | 2 of 4 | 1 | 14 |
| 4 | | Media | 5.0% | 1 of 4 | 2 | 8 |
| 5 | | Media | 5.0% | 2 of 4 | 1 | 9 |
| 6 | | Media | 3.3% | 1 of 4 | 1 | 17 |
| 7 | | Media | 3.3% | 2 of 4 | 1 | 3 |
| 8 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 9 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 10 | | Media | 1.7% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most 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 | |
| Les entreprises devraient-elles utiliser un gestionnaire de mots de passe ou l’authentification unique pour leurs employés ? | French | No brand recommended |
| Quelles sont les alternatives à l’enregistrement de mes mots de passe dans mon navigateur pour un usage personnel ? | French | |
| Quelles sont les alternatives à l’envoi des mots de passe par texto à ma famille ? | French | |
| Je suis freelance et je veux protéger mes mots de passe sur mon téléphone et mon ordinateur portable. Que devrais-je utiliser ? | French | |
| Je gère les mots de passe de ma famille et je veux les partager sans les envoyer par message. Que devrais-je 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.