Leader
83%of answers name it
The most visible American ERP tools on Google AI Mode, October 2026
Most cited source
10citations
From Google AI Mode
Where engines disagree most
One engine
This page reads Google AI Mode only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall | | 72 , range 53–82 | 83% | 33% | | First reading | |
| 2#2 overall | | 70 , range 50–82 | 75% | 38% | | First reading | |
| 3#3 overall | | 56 , range 41–74 | 63% | 25% | | First reading | |
| 4#5 overall | | 36 , range 17–52 | 25% | 17% | | First reading | |
| 5#6 overall | | 31 , range 10–45 | 29% | 0% | | First reading | |
| 6#8 overall | | 29 , range 6–44 | 21% | 4% | | First reading | |
| 7#9 overall | | 21 , range 3–42 | 13% | 8% | | First reading | |
| – | | Too few answers | 4% | 0% | | First reading | |
| – | | Too few answers | 4% | 0% | | First reading | |
| – | | Too few answers | 4% | 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. 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 | 25.0% | 1 of 4 | 6 | Not read |
| 2 | | Directory | 29.2% | 1 of 4 | 4 | 12 |
| 3 | | Industry authority | 25.0% | 1 of 4 | 4 | 9 |
| 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 | | Brand site | 16.7% | 1 of 4 | 2 | 1 |
| 8 | | Media | 16.7% | 1 of 4 | 2 | 3 |
| 9 | | Community | 12.5% | 1 of 4 | 3 | 8 |
| 10 | | Vendor site | 8.3% | 1 of 4 | 1 | 6 |
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 | No brand recommended |
| ERP software for wholesale distribution | English | No brand recommended |
| most reliable ERP software | English | |
Each engine's top three
Google AI Mode
Related leaderboards
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.