AI Visibility Scorecard
MAKEUP BY SARAH LYNN
makeupbysarahlynn.com · Media & Entertainment
Borderline visible. AI bots can crawl MAKEUP BY SARAH LYNN, 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 5 times
Apple Intelligence · Claude · ChatGPT · Meta AI
#944,343 of 1,966,580 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About MAKEUP BY SARAH LYNN
from our crawl and measurement
MAKEUP BY SARAH LYNN describes itself simply: "Sarah Lynn Gottlob, professional makeup artist based in Lexington, KY. Makeup by Sarah Lynn specializes in bridal and airbrush makeup with 10+ years of artistry experience." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
There is not much on the page to read either, about 123 words.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
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
Strong
Inbound links from other sites.
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, MAKEUP BY SARAH LYNN is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MAKEUP BY SARAH LYNN
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/makeupbysarahlynn
Cite this score: Engagemii (2026). "AEO Score for MAKEUP BY SARAH LYNN." Retrieved from https://engagemii.com/aeo/brands/makeupbysarahlynn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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