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AI Visibility Scorecard
TS Williams
tswilliams.com · Manufacturing & Industrial
Somewhat visible. AI bots can read TS Williams, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence
#75,157 of 237,152 in Manufacturing & Industrial for AI visibility
5.1
/10
AEO Score
About TS Williams
from our crawl and measurement
"T.S. Williams & Associates, The industry leader in power products. Manufacturer's rep serving the southeast. GA, AL, TN, FL & the Carolinas since 1977." That is how TS Williams of Cumming, GA introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.1/10, TS Williams has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TS Williams
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 TS Williams.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tswilliams
Cite this score: Engagemii (2026). "AEO Score for TS Williams." Retrieved from https://engagemii.com/aeo/brands/tswilliams
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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