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AI Visibility Scorecard
Patchstack
patchstack.com · Technology
Well-positioned for AI search. The breakdown below shows where Patchstack is still leaving points on the table.
AI engines read this profile 4 times
ChatGPT · Apple Intelligence · Claude
#17,691 of 2,836,472 in Technology for AI visibility
7.2
/10
AEO Score
About Patchstack
from our crawl and measurement
Patchstack is a business whose own site puts it this way: "Keep your WordPress sites and JavaScript apps safe from vulnerable plugins, themes & npm packages. Protect sites with virtual patching." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
4
Press and news coverage.
Community
7
Forum and community discussion.
7
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 7.2/10, 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
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 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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