AI Visibility Scorecard
Evansville Sheet Metal Works
esmw.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Evansville Sheet Metal Works, 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 3 times
Meta AI · Claude
#70,495 of 268,976 in Manufacturing & Industrial for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 82% of Manufacturing & Industrial companies
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Evansville Sheet Metal Works
from our crawl and measurement
Evansville Sheet Metal Works describes itself simply: "Leaders in custom fabrication since 1946, ESMW offers a wide range of personalized services, including welding, waterjet cutting, CNC punching, and more. Call or visit us today." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4/10, Evansville Sheet Metal Works is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Evansville Sheet Metal Works
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/esmw
Cite this score: Engagemii (2026). "AEO Score for Evansville Sheet Metal Works." Retrieved from https://engagemii.com/aeo/brands/esmw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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