Clair

AI visibility · October 2026 · ranked in 1 leaderboard · clair.com · United States · BOTH

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Heralded Score by month

The most visible vulnerability scanners – · First reading

First reading. Each month adds a point, so the lines start with next month's leaderboards.

By engine

Google AI Mode

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Gemini

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Google AI Overviews

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ChatGPT

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Every leaderboard it is on

Rank	Leaderboard	Heralded Score	Change
–	vulnerability scanners	Too few answers	First reading

Questions it answers

#	Question	Leaderboard	Its place	Also named
1	what vulnerability scanner should a security team use to find software flaws	vulnerability scanners	13
2	which tool can scan our applications for security vulnerabilities	vulnerability scanners	Not named
3	how do small engineering teams scan code for vulnerabilities	vulnerability scanners	Not named
4	what can help developers find vulnerabilities before release	vulnerability scanners	Not named
5	how can i find vulnerabilities across our applications	vulnerability scanners	Not named
6	how do we catch security flaws in code before deployment	vulnerability scanners	Not named
7	Withheld. Run a full Snapshot to see it.
8	Withheld. Run a full Snapshot to see it.
9	should we scan source code or running applications for vulnerabilities	vulnerability scanners	Not named
10	Withheld. Run a full Snapshot to see it.

Sources that mention it

#	Source	Type	Mentions it	Recommends it
1	github.com	vendor	Yes	No
2	quora.com	community	Yes	No
3	Withheld. Run a full Snapshot to see it.
4	ionix.io	vendor	Yes	Yes
5	accuknox.com	vendor	Yes	No
6	Withheld. Run a full Snapshot to see it.
7	Withheld. Run a full Snapshot to see it.
8	upwind.io	vendor	Yes	No