AI Visibility Scorecard
Compare Lab Tests
comparelabtests.com · Membership Organizations
Borderline visible. AI bots can crawl Compare Lab Tests, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#43,073 of 93,279 in Membership Organizations for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Compare Lab Tests
from our crawl and measurement
Compare Lab Tests What blood tests actually cost, side by side. describes itself simply: "Independent price comparison for direct-to-consumer lab testing. Compare in-lab blood tests, at-home blood tests, gut and microbiome tests, and all-in-one memberships on price, marker." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
The 6 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
Good
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
Strong
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 4.6/10, Compare Lab Tests is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Paying cash?
What a blood test costs without insurance, across every collection method tracked here — and the fees that sit outside the price, which are the difference between a comparison and a quote. What blood tests cost without insurance Disclosure. This site earns a commission when you buy through some of the links on this site, or redeem some of the promo codes shown, at no extra cost to you.
Is this your brand?
The exact fixes for Compare Lab Tests
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Compare Lab Tests.
Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/comparelabtests
Cite this score: Engagemii (2026). "AEO Score for Compare Lab Tests." Retrieved from https://engagemii.com/aeo/brands/comparelabtests
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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