Setting the River Industry Standard
Ingram Barge (ingrambarge.com) scores 78 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Manufacturing brands, Travel & Hospitality brands, Other brands, in the 59th percentile of 10289 Manufacturing brands.
Ingram Barge is a US-based marine transportation and logistics company that has operated inland waterway barge services since 1946. Headquartered in Nashville, it transports dry and liquid commodities-serving agriculture, energy, and manufacturing industries-across more than 4,500 miles of America's inland waterways. The company emphasizes a well-maintained fleet, safety training, and customer service, positioning itself as a leader in the inland marine transportation sector.
| Brand Name | Ingram Barge |
|---|---|
| Domain | ingrambarge.com |
| Industry | Manufacturing, Travel & Hospitality |
| Founded | 1946 |
| Headquarters | Nashville |
| Main Competitors | Kirby Corporation (79/100), American Commercial Barge Line, Canal Barge Company (68/100), Marquette Transportation Company, Blessey Marine Services |
Moz Domain Authority 33/100 vs category average 38 / leader 94 - limited third-party links, so AI systems rarely encounter mentions of the brand.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Ingram Barge delivers safe, reliable marine transportation & logistics across inland waterways. Setting the river industry standard of excellence." (Meta description: 19 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, Breadcrumb/Website schema, og:title, og:description, og:image, og:type, Twitter cards, canonical. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Cloudflare, WordPress, Ghost.
Social footprint: verified profiles on Facebook, LinkedIn, YouTube, Instagram, X (Twitter), GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is Ingram Barge?", Claude could identify the brand as of September 2026. Ingram Barge Company is the largest barge carrier on the U.S. inland waterway system, transporting bulk commodities like grain, coal, and petroleum products along the Mississippi River and its tributaries. It's a subsidiary of Ingram Industries and operates a large fleet of barge Best known for Being the largest inland barge transportation company in the United States.
When asked "Best brands similar to Ingram Barge?", Claude would recommend Ingram Barge as of September 2026. It's a dominant, well known player in inland waterway freight transport, so it would come up naturally in discussions of barge or bulk shipping companies.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Ingram Barge's main competitors in Manufacturing: Kirby Corporation (79/100), Canal Barge Company (68/100).
Sources: Brand Analyzer scan
Ingram Barge offers marine transportation and logistics services for dry and liquid commodities, using barges to move goods across inland waterways for industries including agriculture, energy, and manufacturing.
Sources: Ingram Barge official site
Ingram Barge is a US-based marine transportation and logistics company that operates barges on America's inland waterways, founded in 1946 and headquartered in Nashville.
Sources: Ingram Barge official site
Ingram Barge has limited AI-search visibility, scoring 35/100 on Brand Analyzer's AI visibility composite (visibility 23, trust 36, recommendation 54). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Ingram Barge official site
Ingram Barge was founded in 1946. Ingram Barge operates in the Manufacturing category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
Ingram Barge is headquartered in Nashville. Ingram Barge operates in the Manufacturing category.
Sources: Wikidata
Ingram Barge transports dry and liquid commodities for businesses in agriculture, energy, and manufacturing sectors using a fleet of barges across more than 4,500 miles of inland waterways in the United States.
Sources: Ingram Barge official site
Ingram Barge scores 54/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Manufacturing options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Ingram Barge official site
Ingram Barge can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Ingram Barge official site
Ingram Barge is known for being a leading inland waterway barge transportation provider, recognized for its maintained fleet, safety training programs, and its stated goal of setting the industry standard for safety and reliability.
Sources: Ingram Barge official site
Ingram Barge's services are used by businesses and industries that need to move dry and liquid commodities via inland waterways, including companies in the agriculture, energy, and manufacturing sectors.
Sources: Ingram Barge official site
Ingram Barge scores 35/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Ingram Barge has a weak AI-visibility profile at 35/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (54/100) and its weakest is visibility (23/100). It benefits from a Wikidata knowledge-graph entry, open access for AI crawlers (GPTBot, ClaudeBot, etc.) and machine-readable schema.org markup. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, a low Moz Domain Authority of 33/100 and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Ingram Barge from memory (September 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to Ingram Barge: Infratec (78/100), Imtech (78/100), inomed (78/100), InstroTek (78/100).
A step up - brands to learn from: Zoo Med Laboratories (81/100), Yoder Smokers (81/100).
Category leader: DHL (97/100).
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