Leader
48%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
48%of answers name it
Most cited source
23citations
From Google AI Overviews and ChatGPT
Where engines disagree most
2/4engines put it in their top three
Top three on Google AI Mode and Gemini, not on Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 62 , range 30–73 | 62
| 48% | 19% | | First reading | |
| 2 | | New entry | 46 , range 21–60 | 46
| 30% | 10% | None | First reading | |
| 3 | | New entry | 37 , range 23–62 | 37
| 31% | 12% | None | First reading | |
| 4 | | New entry | 32 , range 2–49 | 32
| 15% | 1% | None | First reading | |
| 5 | | New entry | 27 , range 19–46 | 27
| 16% | 13% | None | First reading | |
| 6 | | New entry | 26 , range 5–50 | 26
| 12% | 6% | None | First reading | |
| 7 | | New entry | 22 , range 7–38 | 22
| 12% | 8% | None | First reading | |
| 8 | | New entry | 19 , range 4–48 | 19
| 13% | 1% | None | First reading | |
| 9 | | New entry | 9 , range 0–50 | 9
| 2% | 1% | None | First reading | |
| 10 | | New entry | 9 , range 4–27 | 9
| 11% | 0% | 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.
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 | 18.3% | 2 of 4 | 19 | 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 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | | Vendor site | 5.0% | 1 of 4 | 3 | 0 |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best marketing automation tools for small business marketing teams | English | |
| automate email campaigns for small business marketing teams | English | |
| how can a small business send the right message to each customer | English | |
| how to follow up with leads without sending each email by hand | English | |
| automated email campaigns vs manual email campaigns for small businesses | English | No brand recommended |
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.