Leader
75%of answers name it
Leader
75%of answers name it
Most cited source
33citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1 | | 74 , range 66–79 | 75% | 47% | None | First reading | |
| 2 | | 70 , range 60–76 | 75% | 37% | None | First reading | |
| 3 | | 41 , range 35–48 | 31% | 23% | None | First reading | |
| 4 | | 37 , range 33–43 | 39% | 5% | None | First reading | |
| 5 | | 32 , range 20–39 | 20% | 12% | None | First reading | |
| 6 | | 31 , range 14–36 | 22% | 5% | | First reading | |
| 7 | | 27 , range 10–35 | 18% | 5% | None | First reading | |
| 8 | | 12 , range 6–32 | 14% | 2% | None | First reading | |
| 9 | | 8 , range 4–30 | 8% | 5% | None | First reading | |
| 10 | | 4 , range 2–11 | 6% | 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. 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 | 2.5% | 2 of 4 | 1 | Not read |
| 2 | | Vendor site | 1.7% | 1 of 4 | 1 | 0 |
| 3 | | Vendor site | 1.7% | 1 of 4 | 1 | 0 |
| 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 | Withheld. Run a full Snapshot to see it. | |||||
| 8 | Withheld. Run a full Snapshot to see it. | |||||
| 9 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| 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 | |
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.