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AI Visibility Scorecard
metadatapacket.dev — The MPAI Catalog
metadatapacket.com · Technology
Borderline visible. AI bots can crawl metadatapacket.dev — The MPAI Catalog, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,294,854 of 2,832,205 in Technology for AI visibility
3.5
/10
AEO Score
About metadatapacket.dev — The MPAI Catalog
from our crawl and measurement
metadatapacket.dev — The MPAI Catalog describes itself simply: "Canonical catalog of MPAI deposits: entity-level retrieval inscription packets across disambiguation and methodology categories." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is structured data on the page (DataCatalog) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.5/10, metadatapacket.dev — The MPAI Catalog is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for metadatapacket.dev — The MPAI Catalog
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/metadatapacket
Cite this score: Engagemii (2026). "AEO Score for metadatapacket.dev — The MPAI Catalog." Retrieved from https://engagemii.com/aeo/brands/metadatapacket
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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