AI Visibility Scorecard
Mobbin
mobbin.design · Technology
Somewhat visible. AI bots can read Mobbin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#81,573 of 2,707,167 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
4
AI Adoption
iBasic · 4/100
About Mobbin
from our crawl and measurement
Mobbin describes itself simply: "Save hours of UI & UX research with our library of 400,000+ fully searchable mobile & web app screenshots." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.3/10, Mobbin has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mobbin
Which AI engines already crawl you
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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.
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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/mobbin-design
Cite this score: Engagemii (2026). "AEO Score for Mobbin." Retrieved from https://engagemii.com/aeo/brands/mobbin-design
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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