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AI Visibility Scorecard
Trail of Bits
trailofbits.com · computer & network security
Well-positioned for AI search. The breakdown below shows where Trail of Bits is still leaving points on the table.
AI engines read this profile 2 times
ChatGPT
#21,422 of 2,808,083 in Technology for AI visibility
7.1
/10
AEO Score
About Trail of Bits
from our crawl and measurement
"Trail of Bits is a security research and engineering firm that fixes software, not just bugs, across application security, blockchain, cryptography, and AI/ML, and releases nearly all of." That is how Trail of Bits introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity and a few credibility markers.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that press coverage is thin and it barely surfaces on Reddit.
The business dates to 2012.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
9
Forum and community discussion.
1
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.1/10, Trail of Bits has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Trail of Bits
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/trailofbits
Cite this score: Engagemii (2026). "AEO Score for Trail of Bits." Retrieved from https://engagemii.com/aeo/brands/trailofbits
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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