Leader
56%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
56%of answers name it
Most cited source
2citations
From Gemini and Google AI Overviews
Where engines disagree most
2/4engines put it in their top three
Top three on Google AI Mode and ChatGPT, not on Gemini and Google AI Overviews
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 73 , range 41–81 | 73
| 56% | 32% | | First reading | |
| 2 | | New entry | 71 , range 2–78 | 71
| 9% | 2% | | First reading | |
| 3 | | New entry | 66 , range 32–76 | 66
| 51% | 22% | | First reading | |
| 4 | | New entry | 48 , range 12–57 | 48
| 20% | 11% | None | First reading | |
| 5 | | New entry | 46 , range 6–55 | 46
| 17% | 10% | None | First reading | |
| 6 | | New entry | 44 , range 5–53 | 44
| 16% | 6% | | First reading | |
| 7 | | New entry | 39 , range 19–58 | 39
| 20% | 12% | | First reading | |
| 8 | | New entry | 38 , range 5–52 | 38
| 16% | 5% | | First reading | |
| 9 | | New entry | 38 , range 10–52 | 38
| 18% | 4% | | First reading | |
| 10 | | New entry | 34 , range 0–76 | 34
| 3% | 0% | | 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 | 3.3% | 2 of 4 | 1 | 13 |
| 2 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 3 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 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 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 8 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | | Vendor site | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Wins it |
|---|---|---|
| best password manager for individuals | English | |
| securely store passwords for individuals | English | |
| how can an individual keep account passwords safe | English | |
| how to remember passwords for all my accounts | English | |
| saving passwords in notes vs a password manager for individuals | 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.