Leader
6Heralded Score, range 4–9
Leader
6Heralded Score, range 4–9
Most cited source
123citations
From Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 6 , range 4–9 | 6#1 | 6
| 7% | 2% | None | First reading | |
| 2 | | New entry | 3 , range 2–5 | 3#2 | 3
| 3% | 0% | None | First reading | |
| 3 | | New entry | 2 , range 1–4 | 2#3 | 2
| 2% | 0% | None | First reading | |
| 4 | | New entry | 1 , range 1–3 | 1#4 | 1
| 1% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 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. AI gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. 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 |
|---|---|---|---|---|---|---|
| 1 | | Vendor site | 9.8% | 2 of 4 | 55 | Not read |
| 2 | | Vendor site | 6.4% | 4 of 4 | 31 | Not read |
| 3 | | Vendor site | 2.9% | 1 of 4 | 10 | Not read |
| 4 | | Vendor site | 2.6% | 4 of 4 | 4 | 1 |
| 5 | | Vendor site | 2.1% | 2 of 4 | 2 | Not read |
| 6 | | Vendor site | 1.0% | 1 of 4 | 2 | Not read |
| 7 | | Vendor site | 1.0% | 1 of 4 | 1 | Not read |
| 8 | | Vendor site | 1.0% | 2 of 4 | 1 | Not read |
| 9 | | Vendor site | 1.0% | 3 of 4 | 4 | Not read |
| 10 | | Vendor site | 0.7% | 1 of 4 | 2 | Not read |
| Question | Language | Most recommended |
|---|---|---|
| SEO freelancer vs. SEO agency for a small business | English | No brand recommended |
| Alternatives to hiring a full-time SEO specialist | English | No brand recommended |
| Alternatives to doing SEO yourself as a small business owner | English | No brand recommended |
| I run an online store with falling search traffic. Which SEO agency should I hire? | English | No brand recommended |
| I lead marketing at a software company and need an agency for technical SEO and content. | English | |
| best seo agencies for small businesses | English | No brand recommended |
| seo agency for ecommerce websites | English | No brand recommended |
| how to choose an seo agency | English | No brand recommended |
| how much do seo services cost per month | English | No brand recommended |
| seo agency vs seo freelancer | English | No brand recommended |
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
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.