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AI Visibility Scorecard

Ryan Huebsch for Assembly

Ryan Huebsch for Assembly

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electhuebsch.com · Food & Beverage

Borderline visible. AI bots can crawl Ryan Huebsch for Assembly, 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 3 times

Apple Intelligence · Claude · Meta AI

#496,432 of 1,362,337 in Food & Beverage for AI visibility

4.7

/10

AEO Score

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About Ryan Huebsch for Assembly

from our crawl and measurement

Ryan Huebsch for Assembly is a business whose own site puts it this way: "Having been born and raised here in the Coulee Region, Ryan knows us." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).

Industry · Food & Beverage
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

6

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

3

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 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 4.7/10, Ryan Huebsch for Assembly is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Ryan Huebsch for Assembly: 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 August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/electhuebsch

Cite this score: Engagemii (2026). "AEO Score for Ryan Huebsch for Assembly." Retrieved from https://engagemii.com/aeo/brands/electhuebsch

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

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