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AI Visibility Scorecard
F2 Freight Group - Providing our customers with fast and reliable transportation services for almost a decade.
f2freight.com · Healthcare
Borderline visible. AI bots can crawl F2 Freight Group - Providing our customers with fast and reliable transportation services for almost a decade., 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 6 times
Apple Intelligence · Meta AI · Claude
#478,931 of 851,890 in Healthcare for AI visibility
4.5
/10
AEO Score
About F2 Freight Group - Providing our customers with fast and reliable transportation services for almost a decade.
from our crawl and measurement
F2 Freight Group is a Arlington Heights, IL business whose own site puts it this way: "Chicagoland based logistics company specializing in all types of freight from LTL to Truckload Dry Van and Reefer. Competitive rates and exceptional service." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.5/10, F2 Freight Group - Providing our customers with fast and reliable transportation services for almost a decade. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for F2 Freight Group - Providing our customers with fast and reliable transportation services for almost a decade.
Which AI engines already crawl you
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/f2freight
Cite this score: Engagemii (2026). "AEO Score for F2 Freight Group - Providing our customers with fast and reliable transportation services for almost a decade.." Retrieved from https://engagemii.com/aeo/brands/f2freight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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