Leader
88%of answers name it
The most visible B2B endpoint security tools on ChatGPT, October 2026
Most cited source
21citations
From ChatGPT
Where engines disagree most
One engine
This page reads ChatGPT only. Set Engine to All to compare them.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| 1#1 overall | | 90 , range 78–96 | 88% | 79% | | First reading | |
| 2#2 overall | | 85 , range 72–93 | 79% | 71% | | First reading | |
| 3#3 overall | | 83 , range 71–91 | 88% | 58% | | First reading | |
| 4#4 overall | | 82 , range 69–91 | 79% | 63% | | First reading | |
| 5#5 overall | | 70 , range 46–82 | 54% | 50% | | First reading | |
| 6#6 overall | | 62 , range 42–78 | 50% | 42% | | First reading | |
| 7#7 overall | | 44 , range 32–69 | 38% | 25% | | First reading | |
| 8#8 overall | | 36 , range 26–50 | 42% | 0% | | First reading | |
| 9#9 overall | | 32 , range 19–47 | 29% | 4% | | First reading | |
| 10#10 overall | | 30 , range 15–46 | 17% | 13% | | 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 | | Industry authority | 33.3% | 1 of 4 | 10 | 21 |
| 2 | | Brand site | 50.0% | 1 of 4 | 13 | 2 |
| 3 | Withheld. Run a full Snapshot to see it. | |||||
| 4 | Withheld. Run a full Snapshot to see it. | |||||
| 5 | Withheld. Run a full Snapshot to see it. | |||||
| 6 | | Review site | 16.7% | 1 of 4 | 5 | 16 |
| 7 | | Regulator | 16.7% | 1 of 4 | 6 | 1 |
| 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 |
|---|---|---|
| best endpoint security software for a mid-market company | English | |
| endpoint security software recommendations for a CISO | English | |
| top endpoint security software | English | |
| how to choose endpoint security software | English | No brand recommended |
| what to look for in endpoint security software | English | No brand recommended |
| endpoint security software for a team of 20 to 200 | English | |
| endpoint security software that integrates with Splunk | English | |
| endpoint security software with GDPR-compliant hosting | English | |
| endpoint security software for healthcare | English | |
| most reliable endpoint security software | English | |
Each engine's top three
ChatGPT
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.