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AI Visibility Scorecard
Home · Coding For Crayfish
codingforcrayfish.com · Nonprofits
At 3/10, Home · Coding For Crayfish is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#592,355 of 648,903 in Nonprofits for AI visibility
3
/10
AEO Score
About Home · Coding For Crayfish
from our crawl and measurement
"Communities in the red and a fishery in crisis. Coding for Crayfish, a documentary by ABALOBI, explores the notion of Rethinking Sustainability through technology, told through the story." That is how Home · Coding For Crayfish introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 3/10, Home · Coding For Crayfish is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Home · Coding For Crayfish
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codingforcrayfish
Cite this score: Engagemii (2026). "AEO Score for Home · Coding For Crayfish." Retrieved from https://engagemii.com/aeo/brands/codingforcrayfish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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