AI Visibility Scorecard
Vality Labs
valitylabs.com · Other
At 3/10, Vality Labs is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
3
AEO Visibility
iNear-invisible · 3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Vality Labs
from our crawl and measurement
Vality Labs describes itself simply: "Vality works on one question. Does an effort to help people actually leave them better able to understand, decide, and act for themselves?." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3/10, Vality Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is changing?
The question is not new. What is changing is the ground under it. More of the thinking people once did for themselves is now done by AI, faster and sometimes better. Some of that leaves people more able to act on their own situation. Some of it quietly leaves them less able to judge it. Vality brings research and evaluation to that.
Is this your brand?
The exact fixes for Vality Labs
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/valitylabs
Cite this score: Engagemii (2026). "AEO Score for Vality Labs." Retrieved from https://engagemii.com/aeo/brands/valitylabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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