Leader
67%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
67%of answers name it
Most cited source
3citations
From Google AI Mode, Gemini and Google AI Overviews
Where engines disagree most
They agree
Every engine names the same top three.
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 76 , range 46–82 | 76
| 67% | 27% | None | First reading | |
| 2 | | New entry | 61 , range 35–77 | 61
| 51% | 24% | None | First reading | |
| 3 | | New entry | 56 , range 32–76 | 56
| 47% | 22% | None | First reading | |
| 4 | | New entry | 48 , range 0–76 | 48
| 6% | 0% | None | First reading | |
| 5 | | New entry | 37 , range 0–76 | 37
| 3% | 1% | None | First reading | |
| 6 | | New entry | 34 , range 6–53 | 34
| 17% | 4% | None | First reading | |
| 7 | | New entry | 34 , range 6–53 | 34
| 17% | 5% | None | First reading | |
| 8 | | New entry | 31 , range 12–55 | 31
| 18% | 7% | None | First reading | |
| 9 | | New entry | 24 , range 0–75 | 24
| 4% | 1% | None | First reading | |
| 10 | | New entry | 24 , range 19–54 | 24
| 24% | 1% | 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 | 5.0% | 3 of 4 | 3 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Community | 1.7% | 1 of 4 | 1 | Not read |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| Quelles sont les meilleures plateformes e-commerce pour les petites boutiques en France ? | French | |
| Comment créer une boutique en ligne pour une petite entreprise ? | French | |
| Comment une petite entreprise peut-elle vendre ses produits en ligne sans avoir de magasin physique ? | French | |
| Comment lancer une boutique en ligne pour vendre mes produits ? | French | |
| Comment un producteur local peut-il prendre des commandes en ligne ? | French | |
| Pour une petite entreprise, mieux vaut-il utiliser un modèle de boutique en ligne ou faire développer un site sur mesure ? | French | No brand recommended |
| Quelles sont les alternatives aux commandes en ligne gérées par messages pour une petite boutique ? | French | |
| Quelles sont les alternatives aux marketplaces pour une petite entreprise qui veut vendre ses produits ? | French | |
| Je tiens une boutique de vêtements avec deux employés. Quelle plateforme en ligne puis-je gérer moi-même ? | French | |
| Je dirige une petite entreprise et je cherche une boutique en ligne que je puisse créer sans développeur. | French | |
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.