AI Visibility Scorecard
fixlin
fixlin.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl fixlin, 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 1 times
Claude
#183,865 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
8
AI Adoption
iBasic · 8/100
About fixlin
from our crawl and measurement
Remote Device Diagnostic & Troubleshooting Guidance is a business whose own site puts it this way: "fixlin connects operators of industrial and commercial equipment with independent technical specialists for remote device diagnostic, error-code interpretation and step-by-step." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite, Organization, FAQPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 3.6/10, fixlin is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Stuck on a fault you can't solve alone?
Submit your case and get connected with a specialist for remote diagnostic and guidance. Submit Your Case Downtime costs more per hour than a diagnosis. Start with a free evaluation. F fixlin Remote device diagnostic & technical troubleshooting guidance. A connection layer between you and independent technical specialists.
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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fixlin
Cite this score: Engagemii (2026). "AEO Score for fixlin." Retrieved from https://engagemii.com/aeo/brands/fixlin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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