Leader
47%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
47%of answers name it
Most cited source
19citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 59 , range 31–75 | 59
| 47% | 22% | | First reading | |
| 2 | | New entry | 35 , range 7–54 | 35
| 13% | 10% | | First reading | |
| = 3 | | New entry | 30 , range 0–74 | 30
| 3% | 2% | None | First reading | |
| = 3 | | New entry | 30 , range 0–74 | 30
| 1% | 1% | None | First reading | |
| = 3 | | New entry | 30 , range 0–74 | 30
| 1% | 1% | None | First reading | |
| 6 | | New entry | 28 , range 0–73 | 28
| 4% | 0% | | First reading | |
| 7 | | New entry | 24 , range 16–55 | 24
| 18% | 8% | | First reading | |
| 8 | | New entry | 24 , range 2–49 | 24
| 9% | 5% | None | First reading | |
| 9 | | New entry | 24 , range 5–51 | 24
| 13% | 4% | None | First reading | |
| 10 | | New entry | 23 , range 8–52 | 23
| 14% | 6% | | 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 |
|---|---|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||||
| 12 | | Brand site | 6.7% | 1 of 4 | 3 | 1 |
| 13 | Withheld. Run a full Snapshot to see it. | |||||
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | Withheld. Run a full Snapshot to see it. | |||||
| 16 | | Vendor site | 5.0% | 3 of 4 | 1 | 9 |
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | | Vendor site | 5.0% | 1 of 4 | 1 | 4 |
| 19 | Withheld. Run a full Snapshot to see it. | |||||
| 20 | | Community | 5.0% | 2 of 4 | 3 | Not read |
| Question | Language | Wins it |
|---|---|---|
| Quel est le meilleur logiciel ERP pour une petite entreprise ? | French | |
| Logiciel ERP pour gérer les stocks d’une petite entreprise | French | |
| Comment une petite entreprise peut-elle suivre ses stocks et ses commandes ? | French | No brand recommended |
| Comment gérer les ventes, les stocks et les factures au même endroit ? | French | |
| Logiciel ERP ou tableurs pour gérer une petite entreprise ? | French | |
| Logiciel ERP ou logiciels séparés pour gérer les ventes et les stocks ? | French | |
| Quelles alternatives aux tableurs pour suivre les stocks d’une petite entreprise ? | French | No brand recommended |
| Une solution pour remplacer le suivi manuel des commandes dans un atelier | French | No brand recommended |
| Je dirige une entreprise de 10 salariés et je cherche un ERP facile à gérer. | French | |
| Nous avons deux entrepôts et avons besoin de connaître nos stocks en temps réel. | 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.