AI Visibility Scorecard
Swanson Tool Company
swansontoolco.com · Home & Living
At 3/10, Swanson Tool Company is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 4 times
Meta AI · Claude · ShapBot
#35,466 of 1,375,885 in Home & Living for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 98% of Home & Living companies
3
AEO Visibility
iNear-invisible · 3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Swanson Tool Company
from our crawl and measurement
Swanson Tool Company, based in Frankfort, IL, describes itself simply: "Inventor of the Speed® Square in 1925 and the reference standard for layout tools. Precision squares, levels, tape measures, marking products, and layout accessories, manufactured in the." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 3/10, Swanson Tool Company is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Swanson Tool Company
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swansontoolco
Cite this score: Engagemii (2026). "AEO Score for Swanson Tool Company." Retrieved from https://engagemii.com/aeo/brands/swansontoolco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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