Leader
49%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
49%of answers name it
Most cited source
14citations
From Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| – | Agent Frank | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 1% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | | First reading | |
| – | Amplifa | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 2% | 1% | | First reading | |
| – | Client Acquisition System For Automating Lead Generation Booking Qualified Meetings And Building Recurring Revenue With AI In 2026 A No Fluff Hands Of | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | –
| 0% | 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 |
|---|---|---|---|---|---|---|
| 11 | | Vendor site | 5.0% | 1 of 4 | 2 | 8 |
| 12 | | Vendor site | 3.3% | 1 of 4 | 3 | Not read |
| 13 | | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 14 | | Vendor site | 3.3% | 1 of 4 | 1 | 11 |
| 15 | | Vendor site | 3.3% | 1 of 4 | 1 | Not read |
| 16 | | Directory | 3.3% | 1 of 4 | 2 | Not read |
| 17 | | Vendor site | 3.3% | 2 of 4 | 1 | 8 |
| 18 | | Vendor site | 3.3% | 1 of 4 | 1 | 6 |
| 19 | | Directory | 3.3% | 2 of 4 | 1 | 1 |
| 20 | | Review site | 3.3% | 1 of 4 | 1 | 10 |
| Question | Language | Wins it |
|---|---|---|
| best sales engagement software for small sales teams | English | |
| automate sales outreach for small sales teams | English | |
| how can a sales rep follow up with more prospects | English | No brand recommended |
| how to keep track of sales emails and calls | English | |
| email outreach vs phone outreach 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.