AI Visibility Scorecard
Mapp Caster
mappcaster.com · E-commerce
Somewhat visible. AI bots can read Mapp Caster, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#135,763 of 738,739 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Mapp Caster
from our crawl and measurement
Mapp Caster is a Houston, TX business whose own site puts it this way: "Shop a huge selection of in stock casters, caster wheels, hand trucks, dollies, platform trucks & more! Visit our showroom, order online, or call us. We're here to help." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
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 5.4/10, Mapp Caster has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mapp Caster
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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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Mapp Caster lists 1,000+ products, 1,000 in stock, priced 0.60 to 5,845.69.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mappcaster
Cite this score: Engagemii (2026). "AEO Score for Mapp Caster." Retrieved from https://engagemii.com/aeo/brands/mappcaster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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