Leader
95%of answers name it
Leader
95%of answers name it
Most cited source
62citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
2/4engines put it in their top three
Top three on Google AI Mode and Gemini, not on Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 88 , range 82–92 | 88
| 95% | 69% | | First reading | |
| 2 | | New entry | 85 , range 79–90 | 85
| 91% | 64% | | First reading | |
| 3 | | New entry | 71 , range 60–78 | 71
| 68% | 47% | | First reading | |
| 4 | | New entry | 53 , range 45–65 | 53
| 52% | 30% | | First reading | |
| 5 | | New entry | 52 , range 44–64 | 52
| 57% | 23% | | First reading | |
| 6 | | New entry | 42 , range 36–50 | 42
| 40% | 17% | | First reading | |
| 7 | | New entry | 25 , range 8–35 | 25
| 14% | 8% | | First reading | |
| 8 | | New entry | 21 , range 7–35 | 21
| 14% | 7% | | First reading | |
| 9 | | New entry | 13 , range 7–32 | 13
| 16% | 1% | | First reading | |
| 10 | | New entry | 6 , range 3–26 | 6
| 6% | 3% | | 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 | | Brand site | 43.8% | 4 of 4 | 29 | 6 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Media | 35.4% | 4 of 4 | 4 | 10 |
| 5 | | Reference | 31.3% | 3 of 4 | 3 | 10 |
| 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 | | Community | 13.5% | 2 of 4 | 16 | 20 |
| 10 | | Vendor site | 18.8% | 3 of 4 | 1 | Not read |
| Question | Language | Wins it |
|---|---|---|
| password managers with the best support | English | |
| which password managers do experts recommend | 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.