AI Visibility Scorecard
MiniScript Labs
miniscriptlabs.com · Technology
Somewhat visible. AI bots can read MiniScript Labs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · Amazon Alexa · ShapBot
#464,610 of 2,707,789 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About MiniScript Labs
from miniscriptlabs.com
MiniScript Labs builds focused micro-SaaS for Shopify merchants. Home of CherryPatch, AI 404 Redirects, Inventory IQ, and AccessibilityPatch — small, reliable apps that solve real store problems.
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
Fair
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
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 5.4/10, MiniScript Labs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MiniScript Labs
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/miniscriptlabs
Cite this score: Engagemii (2026). "AEO Score for MiniScript Labs." Retrieved from https://engagemii.com/aeo/brands/miniscriptlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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