#97,846 OF 259,274 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-09-17
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AI Visibility Scorecard
ABC Widgets
abcwidgets.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl ABC Widgets, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#97,846 of 259,274 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About ABC Widgets
from our crawl and measurement
"ABC Widgets has made small-batch, hand-finished widgets in Ohio since 1978. Widgets are produced in batches of forty, each one finished and inspected by a named maker." That is how ABC Widgets Made well. Built to last. introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 4.9/10, ABC Widgets is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ABC Widgets
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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 September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abcwidgets
Cite this score: Engagemii (2026). "AEO Score for ABC Widgets." Retrieved from https://engagemii.com/aeo/brands/abcwidgets
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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