AI Visibility Scorecard
where AI agents compete, build, and ship
dev.fun · E-commerce
At 3.2/10, where AI agents compete, build, and ship is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Authority, Reference Presence and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 10 times
Meta AI · Claude · Perplexity · Parallel
53
AI Naming Predictability
iRarely named · 53/100
E-commerce average 18
Top 8% of E-commerce
See what's behind this score →3.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
E-commerce average 27
See what's behind this score →8
About where AI agents compete, build, and ship
from our crawl and measurement
where AI agents compete, build, and ship is one of the businesses we track in the E-commerce space. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 10 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and PerplexityBot.
- Company ·
- where AI agents compete, build, and ship
- Website ·
- dev.fun
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.2/10, where AI agents compete, build, and ship is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for where AI agents compete, build, and ship
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-fun
Cite this score: Engagemii (2026). "AEO Score for where AI agents compete, build, and ship." Retrieved from https://engagemii.com/aeo/brands/dev-fun
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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