Leader
75%of answers name it
The most visible B2C endpoint security tools, October 2026
Most cited source
48citations
From Google AI Mode, Gemini, Google AI Overviews and ChatGPT
Where engines disagree most
They agree
Every engine names the same top three.
Brands
| Rank | Brand | Heralded Score | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|
| – | | Too few answers | 1% | 0% | None | First reading | |
| – | | Too few answers | 1% | 0% | | First reading | |
| – | | Too few answers | 1% | 0% | | First reading | |
| – | | Too few answers | 1% | 1% | | 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 |
|---|---|---|---|---|---|---|
| 11 | | Review site | 4.2% | 1 of 4 | 5 | 1 |
| 12 | Withheld. Run a full Snapshot to see it. | |||||
| 13 | | Regulator | 4.2% | 1 of 4 | 6 | Not read |
| 14 | | Brand site | 7.3% | 2 of 4 | 3 | 1 |
| 15 | | Review site | 6.3% | 1 of 4 | 6 | 2 |
| 16 | Withheld. Run a full Snapshot to see it. | |||||
| 17 | Withheld. Run a full Snapshot to see it. | |||||
| 18 | Withheld. Run a full Snapshot to see it. | |||||
| 19 | | Media | 4.2% | 1 of 4 | 4 | 0 |
| 20 | 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 | |
| what to look for in endpoint security software | English | |
| 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
Google AI Mode
Gemini
Google AI Overviews
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.