AI Visibility Scorecard
Patchstack
patchstack.com · Technology
Somewhat visible. AI bots can read Patchstack, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Amazon Alexa
#845,640 of 2,705,352 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
?
AI Adoption
iNone detected · -/100
About Patchstack
from our crawl and measurement
Fastest protection for WordPress security vulnerabilities is a Tallinn business whose own site puts it this way: "Patchstack is the leader in open-source vulnerability intelligence, covering the entire lifecycle from detection to mitigation." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models, a readable heading structure. It also found the gaps that keep answer engines guessing: a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 5.1/10, Patchstack has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patchstack
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patchstack
Cite this score: Engagemii (2026). "AEO Score for Patchstack." Retrieved from https://engagemii.com/aeo/brands/patchstack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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