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AI Visibility Scorecard
SFR Tooling
sfrtooling.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl SFR Tooling, 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 2 times
Claude · Meta AI
#88,716 of 237,303 in Manufacturing & Industrial for AI visibility
5
/10
AEO Score
About SFR Tooling
from our crawl and measurement
"SFR Tooling manufactures breaker plates for all sizes of extruders and temperature applications. We offer standard configurations, mixing inverter, and slotted breaker plates." That is how SFR Tooling of Cadott, WI introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (Manufacturer), a readable heading structure. What holds it back is what is absent, including an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 5/10, SFR Tooling is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SFR Tooling
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 SFR Tooling.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sfrtooling
Cite this score: Engagemii (2026). "AEO Score for SFR Tooling." Retrieved from https://engagemii.com/aeo/brands/sfrtooling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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