AI Visibility Ranking
Top 10 Most AI-Visible Logistics & Transportation Suppliers
How ChatGPT, Claude, Perplexity, Gemini and DeepSeek rate Logistics & Transportation suppliers. Updated June 30, 2026.
This ranking covers the 10 most AI-visible Logistics & Transportation suppliers we have audited, drawn from a pool of 10 companies in the category with a complete audit on file. Each supplier was put in front of five AI engines, ChatGPT, Claude, Perplexity, Gemini and DeepSeek, and asked the kind of questions a real buyer asks: who is this company, what do they make, can they be trusted, and would you recommend them. The Signal Score on this page is the smoothed average of those answers, from 0 to 100. Across this top 10, the average score is 37 out of 100, and the spread is telling: 1 reach Strong Signal, 2 sit at Moderate Signal, 2 land at Weak Signal and 5 are still Dark Signal.
What makes Logistics & Transportation interesting is not whether these are good suppliers, but how differently the AI models see them. DeepSeek recognized the most companies in this set, while Perplexity recognized the fewest. Where engines did rate a supplier, ChatGPT tended to give the highest marks, and Claude was the toughest grader. Notably, no supplier in this set was recognized by all five engines, which is the clearest measure of true cross-AI visibility: a supplier that only one or two models know is invisible to buyers using the others.
Use this list as a starting filter at the top of your sourcing funnel for Logistics & Transportation, not as a verdict on quality or commercial fit. A supplier high on this list is easy for an AI procurement assistant to find and describe accurately, which shortens your research and lowers the chance an agent quietly skips them. A supplier low on the list, or absent from it, may still be an excellent partner that simply has not made itself legible to AI yet. The per-supplier notes below explain what each engine did and did not know, so you can judge the gap yourself.
The ranking at a glance
Overall Signal Score plus each engine's overall verdict rating (1 to 10). Where an engine recognized the supplier but did not return a rating, the cell shows "knows"; where it did not recognize them at all, it shows "not found".
| # | Supplier | Signal Score | ChatGPT | Claude | Perplexity | Gemini | DeepSeek |
|---|---|---|---|---|---|---|---|
| 1 | JF Hillebrandfr | 86 / 100Strong | 8/10 | 8/10 | not found | not found | 7/10 |
| 2 | JF Hillebrand Francefr | 78 / 100Moderate | 8/10 | 7/10 | not found | not found | knows |
| 3 | Ports of HAROPAfr | 72 / 100Moderate | knows | 7/10 | not found | not found | 8/10 |
| 4 | Flexporthk | 49 / 100Weak | knows | knows | knows | not found | not found |
| 5 | Gulf Link Transportationsa | 40 / 100Weak | not found | not found | not found | knows | knows |
| 6 | isgreentrans.caca | 32 / 100Dark | not found | not found | not found | knows | knows |
| 7 | WEIMINGth | 11 / 100Dark | not found | not found | not found | not found | not found |
| 8 | Freightbridgesin | 0 / 100Dark | not found | not found | not found | not found | not found |
| 9 | Energize Logisticseg | 0 / 100Dark | not found | not found | not found | not found | not found |
| 10 | AL Karim Exports Pvt Limitedin | 0 / 100Dark | not found | not found | not found | not found | not found |
Supplier by supplier: what each AI model knows
1. JF Hillebrand 86 / 100 · Strong Signal
JF Hillebrand scores 86 out of 100, a Strong Signal, and ranks #1 in FR. ChatGPT, Claude and DeepSeek recognized the company; Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools. On overall suitability, ChatGPT rated it highest at 8 out of 10 and DeepSeek lowest at 7 out of 10.
AI engines recognize JF Hillebrand, a Logistics & Transportation supplier in fr. Across recent queries the company scored 79 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Digital Footprint at 20 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include logistics & transportation, professional services, ocean freight. Certifications and trust indicators referenced by AI: iso 9001, iso 9001:2015, iso 14001:2015. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
2. JF Hillebrand France 78 / 100 · Moderate Signal
JF Hillebrand France scores 78 out of 100, a Moderate Signal, and ranks #2 in FR. ChatGPT, Claude and DeepSeek recognized the company; Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools. On overall suitability, ChatGPT rated it highest at 8 out of 10 and Claude lowest at 7 out of 10.
AI engines have a strong, consistent picture of JF Hillebrand France, a Logistics & Transportation supplier in fr. Across recent queries the company scored 83 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Digital Footprint at 20 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include logistics & transportation, professional services, freight forwarding. Certifications and trust indicators referenced by AI: iso standards for quality and environmental management, specific wine logistics certifications, iso 9001. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
3. Ports of HAROPA 72 / 100 · Moderate Signal
Ports of HAROPA scores 72 out of 100, a Moderate Signal, and ranks #3 in FR. ChatGPT, Claude and DeepSeek recognized the company; Perplexity and Gemini did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools. On overall suitability, DeepSeek rated it highest at 8 out of 10 and Claude lowest at 7 out of 10.
AI engines have a strong, consistent picture of Ports of HAROPA, a Logistics & Transportation supplier in fr. Across recent queries the company scored 87 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 68 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include logistics & transportation, container handling, bulk cargo. Certifications and trust indicators referenced by AI: isps code, iso 14001, iso 45001. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
4. Flexport 49 / 100 · Weak Signal
Flexport scores 49 out of 100, a Weak Signal, and ranks #4 in HK. ChatGPT, Claude and Perplexity recognized the company; Gemini and DeepSeek did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize Flexport, a Logistics & Transportation supplier in hk. Across recent queries the company scored 65 out of 100 (Moderate Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Buyer Trust at 25 out of 100. 3 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, Perplexity Sonar) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include ocean freight, air freight, customs brokerage. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 25 out of 100 and the AI Recommendation Rate at 50 out of 100. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
5. Gulf Link Transportation 40 / 100 · Weak Signal
Gulf Link Transportation scores 40 out of 100, a Weak Signal, and ranks #5 in SA. Gemini and DeepSeek recognized the company; ChatGPT, Claude and Perplexity did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines recognize Gulf Link Transportation, a Logistics and Transportation supplier in sa. Across recent queries the company scored 72 out of 100 (Moderate Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Digital Footprint at 0 out of 100. 2 AI engines (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include land transportation, heavy equipment transportation, logistics solutions. Certifications and trust indicators referenced by AI: iso 9001:2015, iso 14001:2015. The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
6. isgreentrans.ca 32 / 100 · Dark Signal
isgreentrans.ca scores 32 out of 100, a Dark Signal, and ranks #6 in CA. Gemini and DeepSeek recognized the company; ChatGPT, Claude and Perplexity did not surface it, which is exactly the gap that costs visibility with buyers who default to those tools.
AI engines have a partial picture of isgreentrans.ca, a Logistics & Transportation supplier in ca. Across recent queries the company scored 46 out of 100 (Weak Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest Buyer Trust at 0 out of 100. 2 AI engines (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include less-than-truckload (ltl) shipping, full-truckload (ftl) shipping, warehousing. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 50 out of 100. The biggest opportunity for improvement is the Buyer Trust dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
7. WEIMING 11 / 100 · Dark Signal
WEIMING scores 11 out of 100, a Dark Signal, and ranks #7 in TH. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about WEIMING, a Logistics and Transportation supplier in th. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o mini, Claude Haiku, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
8. Freightbridges 0 / 100 · Dark Signal
Freightbridges scores 0 out of 100, a Dark Signal, and ranks #8 in IN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about Freightbridges, a Logistics & Transportation supplier in in. Across recent queries the company scored 0 out of 100 (Dark Signal), with the strongest dimension being AI Recommendation Rate at 0 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
9. Energize Logistics 0 / 100 · Dark Signal
Energize Logistics scores 0 out of 100, a Dark Signal, and ranks #9 in EG. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about Energize Logistics, a Logistics and Transportation supplier in eg. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 3 tested AI engines (GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
10. AL Karim Exports Pvt Limited 0 / 100 · Dark Signal
AL Karim Exports Pvt Limited scores 0 out of 100, a Dark Signal, and ranks #10 in IN. None of the five engines reliably recognized the company, so its score reflects mostly indirect signals.
AI engines have very limited information about AL Karim Exports Pvt Limited, a Logistics & Transportation supplier in in. Across recent queries the company scored 0 out of 100 (Dark Signal), with the strongest dimension being AI Recommendation Rate at 0 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 4 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. The biggest opportunity for improvement is the AI Recommendation Rate dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.
How we built this ranking
Every supplier on this page was scored with the same locked Signal method. We send a fixed set of buyer-style prompts to ChatGPT, Claude, Perplexity, Gemini and DeepSeek, in more than one buyer language, and parse each answer for whether the model recognized the company, what products and certifications it named, its sentiment, and an overall verdict from 1 to 10. Those signals roll up into five weighted dimensions and a single 0 to 100 Signal Score, smoothed over the three most recent audit runs to dampen model jitter. We do not adjust weights per supplier and we do not accept payment for placement. The Logistics & Transportation ranking is rebuilt automatically as audits refresh, so a supplier that improves its AI footprint can climb, and one that lets its data go stale can fall. Full detail on prompts, weights and refresh cadence is on the methodology page.
Read the full Signal methodology
Caveats
A few honest caveats. This is a measure of AI visibility, not product quality, price or delivery reliability, so always run your own due diligence before you commit to any Logistics & Transportation supplier. AI models change their answers over time and occasionally refuse to rate a company at all, which is why some cells in the table read as not found rather than a number. Coverage is also a function of which suppliers we have audited so far; a strong supplier we have not yet reached will not appear here yet. Treat the ranking as a live snapshot, dated below, rather than a final word.
Our recommendation
If you are sourcing Logistics & Transportation and want to move fast, start with JF Hillebrand, JF Hillebrand France and Ports of HAROPA. They are the easiest for an AI procurement assistant to find and describe correctly, which means less manual research and fewer surprises when you brief an agent to shortlist for you. Shortlist two or three, then verify each directly on price, capacity, certifications and references before you commit. If you are a supplier reading your own category, the gap between your score and the leaders is the gap an AI buyer sees first, and it is closeable: each supplier page on Reevol Signal shows exactly which engines miss you and what to fix.
Ranking as of June 30, 2026. Browse the full Logistics & Transportation leaderboard for every audited supplier in the category.