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AI Visibility Scorecard
Kolipinski & Frick
kandfassitivetechnology.com · Media & Entertainment
Borderline visible. AI bots can crawl Kolipinski & Frick, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,535,024 of 1,898,624 in Media & Entertainment for AI visibility
3.4
/10
AEO Score
About Kolipinski & Frick
from our crawl and measurement
Kolipinski & Frick describes itself simply: "K&F Assistive Technology Consultants are here to provide assistive technology expertise for our senior populations of all abilities, fostering safe and fulfilling home, work, and leisure." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
1
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 3.4/10, Kolipinski & Frick is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kolipinski & Frick
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.
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kandfassitivetechnology
Cite this score: Engagemii (2026). "AEO Score for Kolipinski & Frick." Retrieved from https://engagemii.com/aeo/brands/kandfassitivetechnology
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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