Data as of Aug 25, 2026 · Based on 1,433 AI responses · See how Parse measures this
Cold Chain & Hazmat Logistics Services
Parse
https://parse.gl
Buske Logistics remains the top-cited provider in AI responses for specialized logistics, primarily due to its dominance in hazardous materials handling. However, over the past several months, AI has increasingly favored dedicated pharmaceutical distributors like and for cold chain inquiries.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently top-cited for hazmat, chemical, and dangerous goods warehousing and transport. | 17% | |
| 2 | Consistently the top specialized provider for lyophilization and freeze-drying services. | 16% | |
| 3 | The leading supplier mentioned for cold chain packaging with phase change materials. | 15% | |
| 4 | The dominant recommendation for master cell bank storage with dual-site redundancy. | 15% | |
| 5 | Top recommendation for eCommerce fulfillment of hazmat and lithium battery products. | 14% | |
| 6 | 13% | ||
| 7 | Frequently cited for hazmat fulfillment, including products containing lithium batteries. | 13% | |
| 8 | 12% | ||
| 9 | 11% | ||
| 10 | 10% | ||
| 11 | 10% | ||
| 12 | 10% | ||
| 13 | Increasingly recommended for pharmaceutical cold chain as a large-scale distributor. | 9% | |
| 14 | A specialized pharma 3PL frequently cited for temperature-controlled warehousing and distribution. | 9% | |
| 15 | 9% | ||
| 16 | 9% | ||
| 17 | 8% | ||
| 18 | A major cold storage provider, mentioned less frequently for pharma since January. | 8% | |
| 19 | 8% | ||
| 20 | 8% | ||
| 21 | 8% | ||
| 22 | 7% | ||
| 23 | 7% | ||
| 24 | A leading pharmaceutical distributor gaining mentions for its end-to-end cold chain services. | 7% | |
| 25 | 7% |
Emerged as a top contender, becoming the most cited provider for this prompt by Jan.
Rose from outside the top 70 to become the #3 most-cited brand between Nov and Mar.
Dropped from #2 overall to #11, with decreased mentions in pharma prompts after Dec.
“A primary provider for pharmaceutical cold chain.” → “A general 'cold storage giant' distinct from specialized pharma distributors.”
Who wins on each AI
The same market, seen by two models.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 17% | 14% | ||
| 0% | 20% | ||
| 8% | 19% | ||
| 16% | 0% | ||
| 0% | 16% |
The two models disagree most about G10 Fulfillment (ChatGPT #24, Google #2) and World Courier (ChatGPT #6, Google #25).
Sources AI cited
buske.com is the page AI reaches for most here, cited in 18% of analyzed answers.
Share of direct mentions
share of answers
Buske Logistics remains the top-cited provider in AI responses for specialized logistics, primarily due to its dominance in hazardous materials handling. However, over the past several months, AI has increasingly favored dedicated pharmaceutical distributors like McKesson and Cardinal Health for cold chain inquiries.
Across 1,433 AI responses, Buske Logistics is mentioned most, named in 17% of them, followed by Lyophilization Technology, Inc. (16%) and Cryopak (15%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,433 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses initially cited a mix of general cold storage providers like Americold and specialists. Since December 2025, answers have increasingly prioritized dedicated pharmaceutical distributors such as
McKesson,
Cardinal Health, and
, particularly in Google AI Overviews.
Which supply chain logistics providers (3PL) specialize in cold-chain storage for pharmaceuticals?
AI responses initially cited a mix of general cold storage providers like Americold and specialists. Since December 2025, answers have increasingly prioritized dedicated pharmaceutical distributors such as
McKesson,
Cardinal Health, and , particularly in Google AI Overviews.
Mirroring its duplicate prompt, AI answers evolved from suggesting generalists to consistently highlighting dedicated pharma 3PLs. Between December 2025 and March 2026, mentions for LifeScience Logistics, , and major distributors like became more frequent than for broad cold storage operators.
+8 more
share of answers
Brands mentioned
Brands mentioned
Which supply chain logistics providers (3PL) specialize in cold-chain storage for pharmaceuticals?
Mirroring its duplicate prompt, AI answers evolved from suggesting generalists to consistently highlighting dedicated pharma 3PLs. Between December 2025 and March 2026, mentions for LifeScience Logistics,
Cencora, and major distributors like
McKesson became more frequent than for broad cold storage operators.
The market map
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