Leader
50Heralded Score, range 37–66
The most visible ERP tools in Europe, October 2026
Most cited source
83citations
From Google AI Mode 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
Brands
| Rank | Brand | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 50 , range 37–66 | 56#1 | 41#1 | 50
| 39% | 20% | | First reading | |
| 2 | | New entry | 35 , range 25–53 | 37#2 | 31#3 | 35
| 19% | 12% | | First reading | |
| 3 | | New entry | 21 , range 9–44 | 14#3 | 32#2 | 21
| 10% | 4% | | First reading | |
| 4 | | New entry | 17 , range 7–42 | 11#4 | 26#4 | 17
| 10% | 3% | | First reading | |
| 5 | | New entry | 11 , range 4–32 | 6#9 | 19#5 | 11
| 6% | 1% | | First reading | |
| 6 | | New entry | 10 , range 4–38 | 9#5 | 12#6 | 10
| 6% | 4% | | First reading | |
| 7 | | New entry | 8 , range 3–33 | 7#8 | 11#7 | 8
| 5% | 3% | | First reading | |
| 8 | | New entry | 7 , range 4–34 | 7#6 | 5#16 | 7
| 6% | 2% | | First reading | |
| 9 | | New entry | 6 , range 2–31 | 5#11 | 8#9 | 6
| 3% | 2% | | First reading | |
| 10 | | New entry | 5 , range 2–30 | 3#18 | 9#8 | 5
| 2% | 2% | | 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 | | Social | 12.9% | 2 of 4 | 52 | Not read |
| 2 | | Community | 7.4% | 3 of 4 | 28 | 11 |
| 3 | | Vendor site | 6.2% | 4 of 4 | 11 | 8 |
| 4 | | Vendor site | 3.6% | 2 of 4 | 7 | Not read |
| 5 |  shopify.com | Vendor site | 3.3% | 2 of 4 | 16 | Not read |
| 6 | | Vendor site | 2.1% | 3 of 4 | 15 | Not read |
| 7 | | Review site | 3.8% | 3 of 4 | 10 | 9 |
| 8 | | Vendor site | 3.8% | 4 of 4 | 1 | 5 |
| 9 | | Social | 2.9% | 2 of 4 | 14 | Not read |
| 10 | | Vendor site | 2.9% | 4 of 4 | 6 | 1 |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| 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 |
Each engine's top three
Google AI Mode
Gemini
Google AI Overviews
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.