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AI Visibility Scorecard
Swain Tech Coatings
swaintech.net · Manufacturing & Industrial
Borderline visible. AI bots can crawl Swain Tech Coatings, 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
ChatGPT · Claude
#112,684 of 237,152 in Manufacturing & Industrial for AI visibility
4.7
/10
AEO Score
About Swain Tech Coatings
from our crawl and measurement
Swain Tech Coatings is a Scottsville, NY business whose own site puts it this way: "Our high performance coatings include ceramic thermal barriers, dry film lubricants, ceramic exhaust coatings, oil shedding coatings and several other coatings to improve the performance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 4.7/10, Swain Tech Coatings is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Swain Tech Coatings
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Swain Tech Coatings.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swaintech-net
Cite this score: Engagemii (2026). "AEO Score for Swain Tech Coatings." Retrieved from https://engagemii.com/aeo/brands/swaintech-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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