AI Visibility Scorecard
CurseForge
curseforge.com · Other
Somewhat visible. AI bots can read CurseForge, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Apple Intelligence · ChatGPT · Claude · Meta AI
100
AI Naming Predictability
iAI names companies like this often · 100/100
More likely to be named than 99% of Other companies
7
AEO Visibility
iVisible · 6.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About CurseForge
from our crawl and measurement
"Discover the world's largest mod repository on CurseForge, serving popular games and communities like Minecraft, WoW, The Sims 4, and more." That is how CurseForge introduces itself. Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Strong
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 6.7/10, CurseForge has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CurseForge
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CurseForge.
Source & Attribution
Scored by Engagemii on May 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/curseforge
Cite this score: Engagemii (2026). "AEO Score for CurseForge." Retrieved from https://engagemii.com/aeo/brands/curseforge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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