Leader
83%of answers name it
The most visible American B2B endpoint security tools on Gemini, October 2026
Most cited source
28citations
From Gemini
Where engines disagree most
One engine
This page reads Gemini only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall | | 79 , range 63–88 | 83% | 54% | | First reading | |
| 2#2 overall | | 78 , range 60–88 | 75% | 58% | | First reading | |
| 3#3 overall | | 76 , range 58–87 | 75% | 54% | | First reading | |
| 4#7 overall | | 43 , range 32–63 | 29% | 29% | | First reading | |
| 5#8 overall | | 33 , range 9–48 | 21% | 13% | | First reading | |
| 6#9 overall | | 31 , range 7–46 | 21% | 8% | | First reading | |
| 7#10 overall | | 13 , range 2–40 | 13% | 4% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 0% | 0% | | First reading | |
| – | | Too few answers | 8% | 0% | | 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.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Vendor site | 33.3% | 1 of 4 | 28 | Not read |
| 2 | | Industry authority | 33.3% | 1 of 4 | 2 | 14 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | | Brand site | 25.0% | 1 of 4 | 3 | 9 |
| 5 | | Brand site | 25.0% | 1 of 4 | 2 | 7 |
| 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 | Withheld. Run a full Snapshot to see it. | |||||
| 10 | Withheld. Run a full Snapshot to see it. | |||||
The questions, and who wins each
| Question | Language | Wins it |
|---|---|---|
| endpoint security software with the best support | English | |
| which endpoint security software do experts recommend | English | |
Each engine's top three
Gemini
Related leaderboards
Method
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.