Leader
86%of answers name it
The most visible ERP tools, October 2026
Most cited source
52citations
From Google AI Mode and Google AI Overviews
Where engines disagree most
They agree
Every engine names the same top three.
Brands
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 80 , range 74–86 | 80
| 86% | 55% | | First reading | |
| 2 | | New entry | 71 , range 59–77 | 71
| 72% | 40% | | First reading | |
| 3 | | New entry | 68 , range 56–75 | 68
| 67% | 39% | | First reading | |
| 4 | | New entry | 53 , range 45–65 | 53
| 54% | 29% | | First reading | |
| 5 | | New entry | 41 , range 35–49 | 41
| 38% | 16% | | First reading | |
| 6 | | New entry | 39 , range 33–46 | 39
| 36% | 12% | | First reading | |
| 7 | | New entry | 37 , range 31–44 | 37
| 26% | 17% | | First reading | |
| 8 | | New entry | 35 , range 30–42 | 35
| 31% | 8% | | First reading | |
| 9 | | New entry | 29 , range 9–36 | 29
| 18% | 7% | | First reading | |
| 10 | | New entry | 16 , range 6–33 | 16
| 13% | 5% | 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. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
This month's moves
First reading. No comparable previous month yet.
Biggest risers
No clear rise.
Biggest fallers
No clear fall.
New entries
Drop-outs
No drop-outs.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 11 | | Community | 12.5% | 3 of 4 | 10 | 14 |
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | | Vendor site | 10.4% | 3 of 4 | 1 | 2 |
| 14 | | Brand site | 6.3% | 3 of 4 | 5 | 0 |
| 15 | Withheld. Run a full Snapshot to see it. | |||||
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | Withheld. Run a full Snapshot to see it. | |||||
| 20 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| best ERP software for a manufacturing company | English | |
| ERP software recommendations for a finance director | English | |
| top ERP software | English | |
| how to choose ERP software | English | No brand recommended |
| what to look for in ERP software | English | No brand recommended |
| ERP software for a team of 20 to 200 | English | |
| ERP software that integrates with Shopify | English | |
| ERP software with GDPR-compliant hosting | English | |
| ERP software for wholesale distribution | English | |
| most reliable ERP software | English | |
Each engine's top three
Google AI Mode
Gemini
Google AI Overviews
ChatGPT
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Method
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.