Leader
40Heralded Score, range 30–73
The most visible business intelligence tools in France, October 2026
Most cited source
5citations
From ChatGPT
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 | 40 , range 30–73 | 60#1 | 6#2 | 40
| 41% | 19% | None | First reading | |
| 2 | | New entry | 28 , range 23–59 | 43#2 | 3= #10 | 28
| 24% | 14% | None | First reading | |
| 3 | | New entry | 26 , range 20–58 | 39#3 | 5#6 | 26
| 25% | 6% | None | First reading | |
| 4 | | New entry | 22 , range 6–52 | 31#4 | 6= #4 | 22
| 12% | 7% | None | First reading | |
| 5 | | New entry | 20 , range 6–52 | 31#6 | 3= #12 | 20
| 13% | 4% | None | First reading | |
| 6 | | New entry | 19 , range 6–52 | 31#5 | 0= #30 | 19
| 9% | 8% | None | First reading | |
| 7 | | New entry | 18 , range 5–51 | 29#7 | 0= #30 | 18
| 11% | 4% | None | First reading | |
| 8 | | New entry | 10 , range 3–49 | 16#8 | 0= #30 | 10
| 9% | 3% | None | First reading | |
| 9 | | New entry | 6 , range 1–46 | 5#11 | 6#3 | 6
| 6% | 0% | None | First reading | |
| 10 | | New entry | 5 , range 2–47 | 7#9 | 3= #12 | 5
| 6% | 2% | 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 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 | | Vendor site | 1.7% | 1 of 4 | 5 | Not read |
| 2 | | Vendor site | 5.0% | 2 of 4 | 4 | Not read |
| 3 | | Vendor site | 5.0% | 2 of 4 | 4 | Not read |
| 4 | | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 5 | | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 6 | | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 7 | | Vendor site | 3.3% | 2 of 4 | 2 | Not read |
| 8 | | Vendor site | 1.7% | 1 of 4 | 2 | Not read |
| 9 | | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 10 | | Vendor site | 1.7% | 1 of 4 | 2 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quels sont les meilleurs outils de business intelligence pour les dirigeants de petites entreprises ? | French | |
| Comment les petites entreprises peuvent-elles analyser leurs données pour prendre de meilleures décisions ? | French | |
| Comment mieux comprendre les performances de mon entreprise ? | French | |
| Comment savoir quels produits sont les plus rentables ? | French | No brand recommended |
| Pour les dirigeants de petites entreprises, vaut-il mieux utiliser des rapports automatisés ou faire des analyses manuellement ? | French | No brand recommended |
| Pour suivre les ventes d’une petite entreprise, vaut-il mieux utiliser des tableaux de bord ou des feuilles de calcul ? | French | |
| Quelles solutions existent pour éviter aux dirigeants de petites entreprises de créer leurs rapports manuellement ? | French | |
| Quels outils les petites entreprises peuvent-elles utiliser à la place des feuilles de calcul pour analyser leurs ventes ? | French | |
| Je dirige une entreprise de 10 salariés et je veux suivre mes ventes. Quel outil utiliser ? | French | |
| Je dirige une entreprise sans analyste de données et j’ai besoin de rapports faciles à comprendre. Quelles solutions s’offrent à moi ? | French | |
Each engine's top three
Google AI Mode
Gemini
- 1
Power BI
- 2
Google Looker Studio
- 3
Sage
Google AI Overviews
- 1
- = 2
- = 2
Tableau
ChatGPT
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.