Leader
25%of answers name it
AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.
Leader
25%of answers name it
Most cited source
8citations
From Google AI Mode, Gemini and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 51 , range 22–62 | 51
| 25% | 17% | None | First reading | |
| 2 | | New entry | 50 , range 21–62 | 50
| 25% | 17% | None | First reading | |
| 3 | | New entry | 49 , range 18–58 | 49
| 20% | 14% | None | First reading | |
| 4 | | New entry | 40 , range 13–56 | 40
| 18% | 11% | None | First reading | |
| 5 | | New entry | 36 , range 0–75 | 36
| 3% | 2% | None | First reading | |
| 6 | | New entry | 32 , range 7–54 | 32
| 12% | 10% | None | First reading | |
| 7 | | New entry | 18 , range 1–73 | 18
| 1% | 1% | None | First reading | |
| 8 | | New entry | 18 , range 3–49 | 18
| 8% | 5% | None | First reading | |
| 9 | | New entry | 15 , range 0–73 | 15
| 1% | 1% | None | First reading | |
| 10 | | New entry | 13 , range 3–49 | 13
| 8% | 5% | 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. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
First reading. No comparable previous month yet.
No clear rise.
No clear fall.
No drop-outs.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Community | 11.7% | 3 of 4 | 8 | Not read |
| 2 | | Community | 1.7% | 1 of 4 | 1 | Not read |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| Quel est le meilleur VPN pour les employés en télétravail ? | French | |
| Quel VPN les voyageurs peuvent-ils utiliser pour protéger leurs données en ligne ? | French | |
| Quel est le meilleur VPN pour les petites entreprises dont les employés travaillent depuis différents endroits ? | French | |
| Comment un télétravailleur peut-il accéder au réseau de son entreprise en toute sécurité ? | French | No brand recommended |
| Comment protéger mes données lorsque j’utilise un réseau Wi-Fi public ? | French | No brand recommended |
| VPN ou accès à distance pour une petite équipe ? | French | |
| Quelles solutions les employés peuvent-ils utiliser à la place du Wi-Fi public dans les cafés ? | French | |
| Quelles solutions les voyageurs peuvent-ils utiliser à la place du Wi-Fi des hôtels ? | French | No brand recommended |
| Je dirige une entreprise avec 10 télétravailleurs. Comment sécuriser leurs connexions ? | French | No brand recommended |
| Je travaille dans la comptabilité et j’accède aux données de mes clients depuis chez moi. Comment les protéger ? | French | No brand recommended |
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.