Gumloop
Rankings by industry
A rank of 1 to 3 earns that leaderboard's badge for the month.
Rank and score by month
- Workflow automation and AI agent platforms, United Kingdom5
No lines on the chart. Tick Show on chart in the table below, or add a leaderboard above.
Every leaderboard has one reading so far, from October 2026, so each line is a single dot for now. The next point arrives on 1 November 2026, when the new month's leaderboards publish. Chart up to 5 leaderboards at once.
Every leaderboard it is on
| Leaderboard | Market | All rank (AI and Search combined) | Heralded Score | AI and Search | Change | On chart |
|---|---|---|---|---|---|---|
| Workflow automation and AI agent platforms, Global | Global | – | Too few answers |
| First reading | |
| Workflow automation and AI agent platforms, Germany | Germany | – | Too few answers |
| First reading | |
| Workflow automation and AI agent platforms, Spain | Spain | – | Too few answers |
| First reading | |
| Workflow automation and AI agent platforms, France | France | – | Too few answers |
| First reading | |
| Workflow automation and AI agent platforms, United Kingdom | United Kingdom | 11 | 5 , range 2–30 |
| First reading | |
| Workflow automation and AI agent platforms, Italy | Italy | – | Too few answers |
| First reading | |
| Workflow automation and AI agent platforms, Netherlands | Netherlands | – | Too few answers |
| First reading | |
| Workflow automation and AI agent platforms, Romania | Romania | – | Too few answers |
| First reading | |
| No leaderboard matches this filter. | ||||||
By engine
-
Google AI Mode
–average rank
Not ranked · ranks on 0 leaderboards
-
Gemini
–average rank
Not ranked · ranks on 0 leaderboards
-
Google AI Overviews
#5average rank
Best #5 · ranks on 1 leaderboard
-
ChatGPT
–average rank
Not ranked · ranks on 0 leaderboards
Questions it answers
| # | Question | Leaderboard | Its place | Also named |
|---|---|---|---|---|
| 1 | ai agent platform for business automation | workflow automation and AI agent platforms | 13 | |
| 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 | Withheld. Run a full Snapshot to see it. | |||
| 6 | Withheld. Run a full Snapshot to see it. | |||
| 7 | best workflow automation tools for small businesses | workflow automation and AI agent platforms in United Kingdom | 9 | |
| 8 | Withheld. Run a full Snapshot to see it. | |||
| 9 | how to automate repetitive tasks across business apps | workflow automation and AI agent platforms in United Kingdom | 7 | |
| 10 | ai agent platform for business automation | workflow automation and AI agent platforms in Italy | 10 | |
Sources that mention it
| # | Source | Type | Mentions it | Recommends it |
|---|---|---|---|---|
| 1 | educational | Yes | Yes | |
| 2 | vendor | Yes | Yes | |
| 3 | consulting | Yes | No |
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.