Leader
50%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
50%of answers name it
Most cited source
3citations
From Google AI Overviews
Where engines disagree most
1/4engines put it in their top three
Top three on Google AI Overviews, not on Google AI Mode, Gemini and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 71 , range 47–78 | 71
| 50% | 31% | | First reading | |
| 2 | | New entry | 47 , range 0–75 | 47
| 5% | 2% | None | First reading | |
| 3 | | New entry | 39 , range 12–55 | 39
| 20% | 7% | None | First reading | |
| 4 | | New entry | 37 , range 16–56 | 37
| 20% | 10% | None | First reading | |
| 5 | | New entry | 37 , range 19–57 | 37
| 20% | 12% | None | First reading | |
| 6 | | New entry | 36 , range 0–74 | 36
| 2% | 2% | | First reading | |
| 7 | | New entry | 32 , range 0–73 | 32
| 2% | 2% | None | First reading | |
| 8 | | New entry | 31 , range 0–73 | 31
| 3% | 1% | None | First reading | |
| 9 | | New entry | 29 , range 6–52 | 29
| 12% | 7% | None | First reading | |
| 10 | | New entry | 28 , range 0–73 | 28
| 2% | 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 | | Media | 5.0% | 1 of 4 | 3 | Not read |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Media | 3.3% | 1 of 4 | 1 | 4 |
| 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 | | Media | 1.7% | 1 of 4 | 1 | Not read |
| 10 | Withheld. Run a full Snapshot to see it. | |||||
| Question | Language | Wins it |
|---|---|---|
| What are the best endpoint security solutions for small businesses? | English | |
| How can mid-sized companies protect work laptops for their IT teams? | English | |
| How can a small business protect employees’ computers from viruses? | English | |
| How can I stop ransomware on work laptops? | English | |
| Traditional antivirus vs. behavioural detection for small businesses | English | |
| On-premises protection vs. managed endpoint security for small businesses | English | No brand recommended |
| Alternatives to installing antivirus on every computer for small businesses | English | |
| Alternatives to manually reviewing security alerts for small IT teams | English | No brand recommended |
| I’m the IT admin at a company with 20 employees. What protection should I use for our laptops? | English | |
| I lead an IT team with no security staff. How can I protect the company’s computers? | English | |
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.