AI Visibility Scorecard
Market Fit Lab
mfitlab.com · Technology
Borderline visible. AI bots can crawl Market Fit Lab, 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 7 times
Claude · Apple Intelligence · Meta AI
#860,059 of 2,705,679 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Market Fit Lab
from our crawl and measurement
"마켓핏랩, 데이터 분석, A/B 테스트, CRM, CRO 등 풀스택 그로스 컨설팅과 교육을 통해 근거 기반 성장을 돕는 전문 파트너입니다." That is how Market Fit Lab introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
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 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
Weak
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
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 4.2/10, Market Fit Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
마켓핏랩,어떤 사람들이 일하는 곳인가요?
데이터 수집/분석, 인사이트 도출까지의 전 과정을 경험합니다.글로벌 Mar-tech 솔루션에 대한 전문성과 비즈니스 성장을 이끄는 컨설팅 노하우를 가지고 있습니다.데이터 엔지니어 출신 대표, 시니어 비즈니스 분석가, 스타트업에서 성장을 일구어낸 약 40여 명의 PM, 마케터 등이 프로젝트를 리드합니다.더 알아보기마켓핏랩을 만드는 HKG 길드
Is this your brand?
The exact fixes for Market Fit Lab
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mfitlab
Cite this score: Engagemii (2026). "AEO Score for Market Fit Lab." Retrieved from https://engagemii.com/aeo/brands/mfitlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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