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AI Visibility Scorecard
cogumi-ai-shield.pages.dev · Technology
Well-positioned for AI search. The breakdown below shows where Cogumi AI Shield is still leaving points on the table.
AI engines read this profile 3 times
ChatGPT · Claude
#17,705 of 2,807,729 in Technology for AI visibility
7.2
/10
AEO Score
from our crawl and measurement
Cogumi AI Shield is a business whose own site puts it this way: "Stop accidental data leaks to AI agents. Local-first agentic security with agent-aware policies, threat path visualization, and time-bound grants." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.2 out of 10.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, the domain reads as established, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
6
Press and news coverage.
Community
9
Forum and community discussion.
9
Reddit mentions and discussion.
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, Cogumi AI Shield has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cogumi AI Shield
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cogumi-ai-shield-pages-dev
Cite this score: Engagemii (2026). "AEO Score for Cogumi AI Shield." Retrieved from https://engagemii.com/aeo/brands/cogumi-ai-shield-pages-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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