Leader
63%of answers name it
Leader
63%of answers name it
Most cited source
25citations
From Google AI Overviews and ChatGPT
Where engines disagree most
They agree
Every engine names the same top three.
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 11 | | 11 , range 5–19 | 5% | 1% | | First reading | |
| 12 | | 6 , range 1–16 | 3% | 1% | None | First reading | |
| 13 | | 5 , range 1–14 | 3% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 1% | 1% | | First reading | |
| – | | Too few answers | 1% | 1% | | First reading | |
| – | | Too few answers | 1% | 0% | | First reading | |
| – | | Too few answers | 1% | 0% | | First reading | |
| – | | Too few answers | 1% | 1% | | First reading | |
| – | | Too few answers | 1% | 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.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||||
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | | Consultancy | 4.2% | 2 of 4 | 1 | 0 |
| 14 | Withheld. Run a full Snapshot to see it. | |||||
| 15 | | Community | 3.3% | 1 of 4 | 5 | 0 |
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | | Brand site | 2.5% | 1 of 4 | 4 | 0 |
| 20 | | Community | 3.3% | 3 of 4 | 4 | 0 |
| Question | Language | Wins it |
|---|---|---|
| best email marketing tools for small businesses | English | |
| send promotional emails to small business customers | English | |
| how can a small business send offers to its customers by email | English | |
| how to keep customers coming back with email | English | No brand recommended |
| email newsletters vs social media posts for small businesses | English | |
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.