Leader
46Heralded Score, range 26–70
Leader
46Heralded Score, range 26–70
Most cited source
7citations
From Google AI Mode 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 | Rank change | Heralded Score All | AI | Search | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 46 , range 26–70 | 51#1 | 36#2 | 46
| 32% | 21% | None | First reading | |
| 2 | | New entry | 34 , range 25–68 | 49#2 | 9#7 | 34
| 28% | 19% | None | First reading | |
| 3 | | New entry | 33 , range 6–52 | 30#6 | 39#1 | 33
| 19% | 1% | None | First reading | |
| 4 | | New entry | 28 , range 20–58 | 39#3 | 11#5 | 28
| 21% | 11% | None | First reading | |
| 5 | | New entry | 28 , range 6–53 | 31#4 | 23#3 | 28
| 12% | 7% | None | First reading | |
| 6 | | New entry | 22 , range 5–52 | 30#5 | 8#8 | 22
| 13% | 5% | None | First reading | |
| 7 | | New entry | 18 , range 4–50 | 17#8 | 18#4 | 18
| 10% | 4% | None | First reading | |
| 8 | | New entry | 11 , range 3–50 | 17#7 | 0= #24 | 11
| 8% | 4% | None | First reading | |
| 9 | | New entry | 8 , range 2–48 | 9#9 | 7#9 | 8
| 7% | 2% | None | First reading | |
| 10 | | New entry | 7 , range 2–48 | 8#10 | 5= #13 | 7
| 6% | 3% | 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. AI and Search give each brand’s score and rank on that side alone. 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 | | Review site | 10.0% | 2 of 4 | 5 | Not read |
| 2 | | Review site | 1.7% | 1 of 4 | 2 | Not read |
| 3 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| 4 | | Review site | 1.7% | 1 of 4 | 1 | Not read |
| Question | Language | Most recommended |
|---|---|---|
| Do I need antivirus protection if I only download apps from official stores? | English | |
| What can I use instead of relying on built-in security to protect my laptop? | English | |
| How can I replace separate security apps with one app for all my devices? | English | |
| I work remotely and need to protect my laptop when using public Wi-Fi. | English | No brand recommended |
| My children use shared devices, and I need to block unsafe downloads. | English | No brand recommended |
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
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.