Leader
57%of answers name it
Leader
57%of answers name it
Most cited source
32citations
From Google AI Overviews
Where engines disagree most
One engine
This page reads Google AI Overviews only. Set Engine to All to compare them.
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall | | 49 , range 41–63 | 57% | 18% | None | First reading | |
| 2#2 overall | | 49 , range 41–62 | 53% | 20% | None | First reading | |
| 3#3 overall | | 45 , range 38–55 | 53% | 10% | None | First reading | |
| 4#4 overall | | 34 , range 21–42 | 27% | 8% | None | First reading | |
| 5#5 overall | | 32 , range 14–41 | 18% | 13% | None | First reading | |
| 6#6 overall | | 31 , range 9–39 | 18% | 8% | None | First reading | |
| 7#7 overall | | 19 , range 6–36 | 15% | 5% | None | First reading | |
| 8#8 overall | | 16 , range 5–35 | 12% | 7% | None | First reading | |
| 9#9 overall | | 10 , range 4–33 | 12% | 3% | None | First reading | |
| = 10#10 overall | | 9 , range 3–32 | 8% | 5% | 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.
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Brand site | 28.3% | 1 of 4 | 22 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | Withheld. Run a full Snapshot to see it. | |||||
| 7 | | Brand site | 11.7% | 1 of 4 | 7 | Not read |
| 8 | | Brand site | 10.0% | 1 of 4 | 3 | Not read |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| vreau să cumpăr cărți online și să le primesc acasă | Romanian | |
| unde găsesc cărți potrivite pentru un copil care abia citește | Romanian | |
| unde pot cumpăra cărți dacă librăria din cartier nu are titlul dorit | Romanian | |
| caut cărți pentru copii și am nevoie de livrare rapidă | Romanian | No brand recommended |
| am un buget limitat și vreau să cumpăr cărți pentru școală | Romanian | |
| where can i find a good independent bookstore | English | No brand recommended |
| what bookstore has a wide selection of new books | English | No brand recommended |
| where can i find a book that is hard to get | English | |
| how do i find books by a specific author | English | No brand recommended |
| where can i buy books for a last-minute gift | English | No brand recommended |
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.