Leader
64%of answers name it
Leader
64%of answers name it
Most cited source
70citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
| Rank | Brand | Rank change | Heralded Score | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 71 , range 60–77 | 71
| 64% | 50% | None | First reading | |
| 2 | | New entry | 50 , range 44–61 | 50
| 48% | 29% | | First reading | |
| 3 | | New entry | 40 , range 34–47 | 40
| 35% | 16% | None | First reading | |
| 4 | | New entry | 35 , range 29–41 | 35
| 24% | 13% | | First reading | |
| 5 | | New entry | 34 , range 29–41 | 34
| 25% | 12% | None | First reading | |
| 6 | | New entry | 32 , range 20–39 | 32
| 23% | 9% | | First reading | |
| 7 | | New entry | 8 , range 4–30 | 8
| 6% | 6% | None | First reading | |
| 8 | | New entry | 7 , range 4–23 | 7
| 9% | 2% | None | First reading | |
| 9 | | New entry | 5 , range 2–15 | 5
| 4% | 3% | None | First reading | |
| 10 | | New entry | 4 , range 2–10 | 4
| 4% | 2% | | 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 | 4.2% | 2 of 4 | 3 | 0 |
| 2 | Withheld. Run a full Snapshot to see it. | |||||
| 3 | | Media | 1.7% | 1 of 4 | 1 | 0 |
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 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 | | Media | 0.8% | 1 of 4 | 1 | 0 |
| 9 | 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 |
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.