AI Visibility Scorecard
Ingram Barge
ingrambarge.com · Food & Beverage
Somewhat visible. AI bots can read Ingram Barge, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 6 times
Meta AI · Claude · Parallel
#4,025 of 1,391,508 in Food & Beverage for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Food & Beverage average 12
Top 1% of Food & Beverage
See what's behind this score →5.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Food & Beverage average 18
See what's behind this score →0
About Ingram Barge
from our crawl and measurement
Ingram Barge describes itself simply: "Ingram Barge delivers safe, reliable marine transportation & logistics across inland waterways. Setting the river industry standard of excellence." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Ingram Barge
- Website ·
- ingrambarge.com
- Industry ·
- Food & Beverage
- Location ·
- Harding Pike Nashville, TN
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.5/10, Ingram Barge has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ingram Barge
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Ingram Barge.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ingrambarge
Cite this score: Engagemii (2026). "AEO Score for Ingram Barge." Retrieved from https://engagemii.com/aeo/brands/ingrambarge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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