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AI Visibility Scorecard
Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools
runar-forge.com · Technology
At 2.9/10, Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools 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
#2,589,375 of 2,817,736 in Technology for AI visibility
2.9
/10
AEO Score
About Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools
from our crawl and measurement
"Give AI coding tools persistent memory across sessions, tools, and your entire codebase. Every session starts where the last one ended." That is how Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
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
3
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
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
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 2.9/10, Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/runar-forge
Cite this score: Engagemii (2026). "AEO Score for Huginn & Muninn by RunarForge — Persistent Memory for AI Coding Tools." Retrieved from https://engagemii.com/aeo/brands/runar-forge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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