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AI Visibility Scorecard
FreightForensic — Finally know what your freight actually costs.
freightforensic.com · E-commerce
Borderline visible. AI bots can crawl FreightForensic — Finally know what your freight actually costs., 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
#447,633 of 530,529 in E-commerce for AI visibility
3.1
/10
AEO Score
About FreightForensic — Finally know what your freight actually costs.
from our crawl and measurement
"FreightForensic audits your freight invoices, benchmarks your rates against current market data, and tells you exactly what to dispute, in plain English, within 24 hours." That is how FreightForensic — Finally know what your freight actually costs. introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
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
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 3.1/10, FreightForensic — Finally know what your freight actually costs. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FreightForensic — Finally know what your freight actually costs.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
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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/freightforensic
Cite this score: Engagemii (2026). "AEO Score for FreightForensic — Finally know what your freight actually costs.." Retrieved from https://engagemii.com/aeo/brands/freightforensic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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