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AI Visibility Scorecard
Firehouse Freight LLC -
firehousefreight.com · Technology
Borderline visible. AI bots can crawl Firehouse Freight LLC -, 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 · Apple Intelligence
#857,685 of 2,655,279 in Technology for AI visibility
5
/10
AEO Score
About Firehouse Freight LLC -
from our crawl and measurement
Firehouse Freight LLC - is a Dowagiac, MI business whose own site puts it this way: "From LTL and truckload to expedited, international, and specialized shipping, we combine experience, strong carrier relationships, and real human support to keep your freight moving." 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.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 5/10, Firehouse Freight LLC - is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Firehouse Freight LLC -
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firehousefreight
Cite this score: Engagemii (2026). "AEO Score for Firehouse Freight LLC -." Retrieved from https://engagemii.com/aeo/brands/firehousefreight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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