AI Visibility Scorecard
Cleanlab
cleanlab.ai · Technology
Somewhat visible. AI bots can read Cleanlab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 53 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#11,918 of 2,707,521 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
12
AI Adoption
iBasic · 12/100
About Cleanlab
from our crawl and measurement
"Cleanlab helps teams build safer AI agents by preventing incorrect responses from reaching users." That is how Cleanlab introduces itself. Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
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 10 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
Weak
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
Strong
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Good
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 6.9/10, Cleanlab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cleanlab
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/cleanlab-ai
Cite this score: Engagemii (2026). "AEO Score for Cleanlab." Retrieved from https://engagemii.com/aeo/brands/cleanlab-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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