Leader
67%of answers name it
Leader
67%of answers name it
Most cited source
21citations
From Google AI Mode and ChatGPT
Where engines disagree most
2/4engines put it in their top three
Top three on Gemini and Google AI Overviews, not on Google AI Mode and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 11 | | New entry | 2 , range 1–12 | 2
| 3% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 4% | 0% | | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 2% | 0% | | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 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.
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 | 17.3% | 2 of 4 | 17 | 2 |
| 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 | | Vendor site | 4.9% | 2 of 4 | 7 | 11 |
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | | Community | 4.9% | 2 of 4 | 6 | 12 |
| 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 | No brand recommended |
| 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 |
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.