Leader
54Heralded Score, range 46–68
Leader
54Heralded Score, range 46–68
Most cited source
10citations
From Google AI Overviews
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 All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 54 , range 46–68 | 60#1 | 45#1 | 54
| 50% | 14% | None | First reading | |
| 2 | | New entry | 46 , range 38–60 | 48#2 | 43#2 | 46
| 40% | 10% | | First reading | |
| 3 | | New entry | 37 , range 29–58 | 46#3 | 21#6 | 37
| 30% | 15% | None | First reading | |
| 4 | | New entry | 36 , range 27–55 | 41#4 | 26#4 | 36
| 29% | 8% | None | First reading | |
| 5 | | New entry | 26 , range 22–52 | 37#5 | 8#11 | 26
| 18% | 11% | None | First reading | |
| 6 | | New entry | 24 , range 21–50 | 37#6 | 1#57 | 24
| 18% | 10% | None | First reading | |
| 7 | | New entry | 23 , range 21–50 | 36#7 | 1= #64 | 23
| 16% | 11% | None | First reading | |
| 8 | | New entry | 23 , range 16–48 | 31#9 | 9#10 | 23
| 12% | 7% | None | First reading | |
| 9 | | New entry | 20 , range 15–45 | 31#8 | 1= #64 | 20
| 11% | 8% | None | First reading | |
| 10 | | New entry | 20 , range 11–46 | 29#10 | 4#30 | 20
| 14% | 2% | 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 and Search give each brand’s score and rank on that side alone. 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 | | Review site | 2.4% | 1 of 4 | 8 | Not read |
| 2 | | Review site | 1.4% | 3 of 4 | 4 | 7 |
| 3 | | Review site | 1.4% | 3 of 4 | 5 | 3 |
| 4 | | Review site | 1.0% | 1 of 4 | 2 | Not read |
| 5 | | Review site | 1.2% | 1 of 4 | 2 | Not read |
| 6 | | Review site | 1.0% | 2 of 4 | 2 | 3 |
| 7 | | Review site | 0.7% | 1 of 4 | 1 | Not read |
| 8 | | Review site | 0.7% | 2 of 4 | 2 | 3 |
| 9 | | Review site | 0.5% | 2 of 4 | 2 | Not read |
| 10 | | Review site | 0.5% | 1 of 4 | 1 | 2 |
| Question | Language | Most recommended |
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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.