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AI Visibility Scorecard

Libke Insurance

Libke Insurance

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libke.com · Automotive

Borderline visible. AI bots can crawl Libke Insurance, 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

Apple Intelligence

#117,800 of 331,376 in Automotive for AI visibility

4.9

/10

AEO Score

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About Libke Insurance

from our crawl and measurement

Libke Insurance operates out of Wenatchee, WA in the Automotive space. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.

Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.

Industry · Automotive
Last scored · Jul 9, 2026
Employees · 1-10
Founded · 1917

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.9/10, Libke Insurance is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Libke Insurance

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Libke Insurance: How-To

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/libke

Cite this score: Engagemii (2026). "AEO Score for Libke Insurance." Retrieved from https://engagemii.com/aeo/brands/libke

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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