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AI Visibility Scorecard
Open Surge Wiki
opensurge.miraheze.org · Technology
Well-positioned for AI search. The breakdown below shows where Open Surge Wiki is still leaving points on the table.
AI engines read this profile 3 times
ChatGPT · Claude
#21,422 of 2,808,055 in Technology for AI visibility
7.1
/10
AEO Score
About Open Surge Wiki
from our crawl and measurement
Open Surge Wiki describes itself simply: "Welcome to the unofficial Legacy Open Surge Wiki! This is the Legacy Open Surge Wiki, unofficially migrated to Miraheze for historical, archival, and preservation." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and 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.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
7
Forum and community discussion.
9
Reddit mentions and discussion.
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, Open Surge Wiki has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Open Surge Wiki
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opensurge-miraheze-org
Cite this score: Engagemii (2026). "AEO Score for Open Surge Wiki." Retrieved from https://engagemii.com/aeo/brands/opensurge-miraheze-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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