▼ 1.6 since Jul 2026
#551,262 OF 717,259 IN E-COMMERCE
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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.
AI engines read this profile 1 times
Claude
#551,262 of 717,259 in E-commerce for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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
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 3.4/10, 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
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FreightForensic — Finally know what your freight actually costs..
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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