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
1citations
From Gemini
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% | None | 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% | None | 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% | None | 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 | | Reference | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Wins it |
|---|---|---|
| What are the best e-commerce platforms for small stores in the UK? | English | |
| How can I create an online store for a small business? | English | |
| How can a small business sell products online without a physical store? | English | |
| How do I launch an online store for my products? | English | |
| How can a local producer take orders online? | English | |
| Online store templates vs. custom development for small businesses—which is better? | English | |
| What are the alternatives to managing online orders through messages for a small store? | English | |
| What are the alternatives to selling products through marketplaces for a small business? | English | No brand recommended |
| I run a clothing store with two employees. What online platform can I manage myself? | English | |
| I run a small business and need an online store I can set up without a developer. | 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.