Leader
61Heralded Score, range 55–66
The most visible workflow automation and AI agent platforms in Europe, October 2026
Most cited source
170citations
From Google AI Mode, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
Brands
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| 11 | | New entry | 3 , range 2–5 | 3#11 | 3
| 3% | 1% | | First reading | |
| 12 | | New entry | 3 , range 2–5 | 3#12 | 3
| 3% | 0% | None | First reading | |
| 13 | | New entry | 3 , range 2–5 | 3#13 | 3
| 2% | 1% | | First reading | |
| 14 | | New entry | 2 , range 1–4 | 2#14 | 2
| 2% | 1% | None | First reading | |
| 15 | | New entry | 2 , range 2–4 | 2#15 | 2
| 2% | 0% | | First reading | |
| 16 | | New entry | 2 , range 1–4 | 2#16 | 2
| 1% | 0% | None | First reading | |
| 17 | | New entry | 2 , range 1–4 | 2#17 | 2
| 1% | 1% | None | First reading | |
| 18 | | New entry | 2 , range 1–3 | 2#18 | 2
| 1% | 0% | None | First reading | |
| 19 | | New entry | 1 , range 1–3 | 1#19 | 1
| 1% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | | 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 gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. 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 | 17.6% | 3 of 4 | 85 | Not read |
| 2 | | Social | 6.7% | 2 of 4 | 38 | Not read |
| 3 | | Vendor site | 2.9% | 2 of 4 | 20 | Not read |
| 4 | | Community | 6.2% | 3 of 4 | 23 | 3 |
| 5 | | Community | 4.8% | 3 of 4 | 10 | 6 |
| 6 | | Vendor site | 1.9% | 3 of 4 | 17 | Not read |
| 7 | | Vendor site | 3.8% | 3 of 4 | 1 | 5 |
| 8 | | Social | 3.3% | 2 of 4 | 13 | Not read |
| 9 | | Industry authority | 2.6% | 4 of 4 | 8 | 5 |
| 10 |  instagram.com | Social | 2.9% | 1 of 4 | 8 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Was sind die besten Tools zur Workflow-Automatisierung für kleine Unternehmen? | German | |
| KI-Agenten zur Automatisierung von Geschäftsprozessen | German | |
| Wie kann ein kleines Team seine Apps verbinden und Routineaufgaben automatisieren? | German | |
| Wie baue ich einen KI-Agenten, der wiederkehrende Aufgaben für mein Team übernimmt? | German | |
| Manuelle Übergaben oder automatisierte Workflows für Operations-Teams? | German | No brand recommended |
| Regelbasierte Automatisierung oder KI-Agenten für Geschäftsprozesse? | German | No brand recommended |
| Welche Alternativen gibt es dazu, Daten von Hand zwischen Apps zu übertragen? | German | |
| Welche Alternativen gibt es dazu, Entwickler mit dem Aufbau von Integrationen zu beauftragen? | German | |
| Ich bin für Operations in einem Unternehmen mit 50 Mitarbeitenden verantwortlich. Welche Tools kann ich nutzen, um Genehmigungen und die Dateneingabe zu automatisieren? | German | |
| Ich leite ein Finanzteam, das in Rechnungen untergeht, und möchte deren Bearbeitung automatisieren. | German | No brand recommended |
Each engine's top three
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.