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AI Visibility Scorecard
Intro to Ockam
ockam.io · Technology
Somewhat visible. AI bots can read Intro to Ockam, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#87,079 of 2,655,403 in Technology for AI visibility
6.5
/10
AEO Score
About Intro to Ockam
from our crawl and measurement
Intro to Ockam describes itself simply: "This page is also available as Markdown.AskOn this pageIntro to OckamOckam is a popular Open Source library that empowers you to build secure-by-design apps that can trust data-in-motion." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
7
Forum and community discussion.
Social Mentions
1
Social discussion and mentions.
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 6.5/10, Intro to Ockam has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Intro to Ockam
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/ockam-io
Cite this score: Engagemii (2026). "AEO Score for Intro to Ockam." Retrieved from https://engagemii.com/aeo/brands/ockam-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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