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AI Visibility Scorecard
Edge Case — A community for edge builders
developer.akamai.com · Technology
Well-positioned for AI search. The breakdown below shows where Edge Case — A community for edge builders is still leaving points on the table.
AI engines read this profile 6 times
Claude · ChatGPT · Apple Intelligence
#18,285 of 2,641,190 in Technology for AI visibility
7.1
/10
AEO Score
About Edge Case — A community for edge builders
from our crawl and measurement
Edge Case A community for edge builders is a business whose own site puts it this way: "A community of developers building serverless, AI, and WebAssembly applications at the edge. Open source. Community driven." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
6
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
6
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
8
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 7.1/10, Edge Case — A community for edge builders has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Edge Case — A community for edge builders
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/developer-akamai
Cite this score: Engagemii (2026). "AEO Score for Edge Case — A community for edge builders." Retrieved from https://engagemii.com/aeo/brands/developer-akamai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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