AI Visibility Scorecard
Merlin — a strategic digital boutique crafting what comes after the click
merlin.studio · Fashion & Apparel
Borderline visible. AI bots can crawl Merlin — a strategic digital boutique crafting what comes after the click, 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 10 times
ChatGPT · Apple Intelligence · Meta AI · Claude
#6,148 of 246,155 in Fashion & Apparel for AI visibility
2
5
AEO Visibility
iBorderline · 4.7/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Merlin — a strategic digital boutique crafting what comes after the click
from our crawl and measurement
Merlin a strategic digital boutique crafting what comes after the click is a business whose own site puts it this way: "Your audience would love to spend more time with your brand, but if the experience after the click doesn't fit, they leave. Luckily, Merlin is a Code Boutique, here to prove what's possible." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places, missing in others.
Our crawl found an llms.txt file for AI models, a sitemap. It also found the gaps that keep answer engines guessing: structured data describing the business, a heading structure that lays out what it offers.
AI crawlers have visited the site 5 times in our tracking, so the engines are already looking.
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
Good
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
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 4.7/10, Merlin — a strategic digital boutique crafting what comes after the click is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Merlin — a strategic digital boutique crafting what comes after the click
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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/merlin-studio
Cite this score: Engagemii (2026). "AEO Score for Merlin — a strategic digital boutique crafting what comes after the click." Retrieved from https://engagemii.com/aeo/brands/merlin-studio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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