Leader
12%of answers name it
AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.
Leader
12%of answers name it
Most cited source
23citations
From Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
They agree
Every engine names the same top three.
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 77 , range 0–93 | 77
| 12% | 11% | | First reading | |
| 2 | | New entry | 67 , range 33–77 | 67
| 51% | 22% | | First reading | |
| 3 | | New entry | 66 , range 45–84 | 66
| 58% | 34% | | First reading | |
| 4 | | New entry | 50 , range 20–61 | 50
| 27% | 11% | | First reading | |
| 5 | | New entry | 48 , range 26–71 | 48
| 33% | 22% | | First reading | |
| 6 | | New entry | 42 , range 0–73 | 42
| 4% | 0% | None | First reading | |
| 7 | | New entry | 21 , range 0–71 | 21
| 2% | 0% | None | First reading | |
| 8 | | New entry | 20 , range 7–39 | 20
| 14% | 5% | | First reading | |
| 9 | | New entry | 20 , range 6–53 | 20
| 11% | 6% | | First reading | |
| 10 | | New entry | 13 , range 2–48 | 13
| 9% | 1% | | 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.
First reading. No comparable previous month yet.
No clear rise.
No clear fall.
No drop-outs.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Brand site | 26.7% | 3 of 4 | 11 | 1 |
| 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 | | Brand site | 13.3% | 4 of 4 | 8 | 1 |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | | Community | 10.0% | 2 of 4 | 7 | Not read |
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best crm software for small business sales teams | English | |
| crm tools for independent consultants to track client relationships | English | |
| how can a small business keep track of customer conversations | English | |
| how to follow up with sales leads before they go cold | English | No brand recommended |
| spreadsheets vs crm software for small sales teams | English | |
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.