#1,884,303 OF 2,698,083 IN TECHNOLOGY
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AI Visibility Scorecard
Matchy — App Blueprint Architect by Matchlight
matchlightapps.com · Technology
Borderline visible. AI bots can crawl Matchy — App Blueprint Architect by Matchlight, 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
#1,884,303 of 2,698,083 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Matchy — App Blueprint Architect by Matchlight
from our crawl and measurement
"Turn your app idea into a real, build-ready blueprint in minutes. Matchy by Matchlight, strategy before you build." That is how Matchy — App Blueprint Architect by Matchlight introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.8/10, Matchy — App Blueprint Architect by Matchlight is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Matchy — App Blueprint Architect by Matchlight
Which AI engines already crawl you
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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/matchlightapps
Cite this score: Engagemii (2026). "AEO Score for Matchy — App Blueprint Architect by Matchlight." Retrieved from https://engagemii.com/aeo/brands/matchlightapps
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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