Leader
28%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
28%of answers name it
Most cited source
5citations
From Gemini and 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 | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 51 , range 20–60 | 51
| 28% | 12% | | First reading | |
| 2 | | New entry | 51 , range 24–67 | 51
| 30% | 19% | | First reading | |
| 3 | | New entry | 41 , range 4–52 | 41
| 16% | 5% | None | First reading | |
| 4 | | New entry | 38 , range 21–55 | 38
| 20% | 11% | None | First reading | |
| 5 | | New entry | 36 , range 13–56 | 36
| 19% | 9% | None | First reading | |
| 6 | | New entry | 34 , range 5–52 | 34
| 13% | 7% | None | First reading | |
| 7 | | New entry | 31 , range 0–74 | 31
| 2% | 1% | None | First reading | |
| 8 | | New entry | 28 , range 0–74 | 28
| 4% | 3% | None | First reading | |
| 9 | | New entry | 22 , range 0–74 | 22
| 4% | 2% | None | First reading | |
| 10 | | New entry | 20 , range 0–74 | 20
| 3% | 1% | 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.
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 | | Reference | 8.3% | 2 of 4 | 4 | 4 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| Do I need antivirus protection if I only download apps from official app stores? | English | |
| What can I use instead of relying on my laptop’s built-in security? | English | |
| How can I replace separate security apps with a single one for my devices? | English | |
| I work remotely and need to protect my laptop when using public Wi-Fi. | English | |
| My children share devices, and I need to block unsafe downloads. | English | No brand recommended |
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.