Leader
73%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
73%of answers name it
Most cited source
5citations
From ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on ChatGPT, not on Google AI Mode, Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 81 , range 48–90 | 81
| 73% | 45% | | First reading | |
| 2 | | New entry | 76 , range 0–90 | 76
| 13% | 7% | None | First reading | |
| 3 | | New entry | 72 , range 36–80 | 72
| 53% | 31% | | First reading | |
| 4 | | New entry | 71 , range 0–79 | 71
| 5% | 4% | None | First reading | |
| 5 | | New entry | 70 , range 0–77 | 70
| 6% | 1% | None | First reading | |
| 6 | | New entry | 66 , range 0–76 | 66
| 4% | 3% | None | First reading | |
| 7 | | New entry | 65 , range 31–77 | 65
| 47% | 27% | | First reading | |
| 8 | | New entry | 55 , range 23–66 | 55
| 32% | 19% | None | First reading | |
| 9 | | New entry | 54 , range 0–76 | 54
| 3% | 3% | None | First reading | |
| 10 | | New entry | 52 , range 0–75 | 52
| 3% | 3% | 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 | | Vendor site | 6.7% | 1 of 4 | 4 | 1 |
| 2 | | Vendor site | 6.7% | 3 of 4 | 3 | 4 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | | Vendor site | 3.3% | 1 of 4 | 2 | Not read |
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | Withheld. Run a full Snapshot to see it. | |||||
| 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 ecommerce platform for small businesses selling online | English | |
| online store software for independent retailers | English | |
| how can a small business sell products online | English | |
| how to set up an online shop for a clothing business | English | |
| how can an independent retailer take orders online | 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.