AI Visibility Scorecard
MANS Distributors
mans.us · E-commerce
Borderline visible. AI bots can crawl MANS Distributors, 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 9 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#35,086 of 738,558 in E-commerce for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 86% of E-commerce companies
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About MANS Distributors
from our crawl and measurement
MANS Distributors is a Carrollton, Texas business whose own site puts it this way: "We offer our expertise in efficient cleaning practices, tools & products, & innovative budget solutions, with an intricate knowledge of the public procurement landscape." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Website, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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, MANS Distributors is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MANS Distributors
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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/mans-us
Cite this score: Engagemii (2026). "AEO Score for MANS Distributors." Retrieved from https://engagemii.com/aeo/brands/mans-us
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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