Leader
32%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
32%of answers name it
Most cited source
1citations
From Google AI Overviews
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 | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 50 , range 26–69 | 50
| 32% | 22% | None | First reading | |
| 2 | | New entry | 43 , range 22–62 | 43
| 23% | 19% | None | First reading | |
| 3 | | New entry | 31 , range 0–71 | 31
| 3% | 0% | None | First reading | |
| 4 | | New entry | 27 , range 20–46 | 27
| 21% | 10% | None | First reading | |
| 5 | | New entry | 26 , range 12–53 | 26
| 18% | 6% | None | First reading | |
| 6 | | New entry | 25 , range 2–48 | 25
| 9% | 4% | None | First reading | |
| 7 | | New entry | 24 , range 9–47 | 24
| 12% | 9% | None | First reading | |
| 8 | | New entry | 24 , range 8–48 | 24
| 16% | 5% | None | First reading | |
| 9 | | New entry | 20 , range 4–46 | 20
| 10% | 6% | None | First reading | |
| 10 | | New entry | 16 , range 0–71 | 16
| 1% | 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 | 1.7% | 1 of 4 | 1 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| best endpoint security tools for small businesses | English | |
| protect company laptops from malware for small businesses | English | |
| how can a small business protect employee computers from cyberattacks | English | |
| how to stop malware from infecting company laptops | English | |
| managed endpoint protection vs in-house security for it teams | 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.