Data as of Aug 25, 2026 · Based on 688 AI responses · See how Parse measures this
Ritchie Bros. Auctioneers has become the most frequently cited platform for heavy and industrial equipment auctions, rising to the top rank between October and March. This shift comes as AI models have significantly broadened their recommendations for industrial asset liquidation, while consistently naming a few key players for farm machinery and a single government portal for I-Bonds.
Auction Platforms, Software, and Marketplaces
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The only official government website to buy I-Bonds online. | 42% | |
| 2 | A top choice for weekly online auctions of farm machinery. | 36% | |
| 3 | A leading online auction site focused on unreserved farm equipment. | 34% | |
| 4 | Known for its detailed inspection reports on used heavy equipment. | 28% | |
| 5 | The largest global auctioneer for heavy equipment and industrial assets. | 28% | |
| 6 | 22% | ||
| 7 | 20% | ||
| 8 | 19% | ||
| 9 | 16% | ||
| 10 | 12% | ||
| 11 | 11% | ||
| 12 | 9% | ||
| 13 | 9% | ||
| 14 | 9% | ||
| 15 | 8% | ||
| 16 | 8% | ||
| 17 | 7% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 7% | ||
| 21 | 7% | ||
| 22 | 5% | ||
| 23 | 4% | ||
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
treasurydirect.gov is the page AI reaches for most here, cited in 42% of analyzed answers.
Slipped from overall rank #1 to #2 between October and March.
Climbed from rank #3 to #1 in overall mentions between Oct and Mar.
“A large platform for heavy equipment” → “A strategic 'Tier 1' partner for large-scale fleets and global exposure”
Became the dominant recommendation for industrial auctions between December and March.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 49% | 48% | ||
| 38% | 45% | ||
| 44% | 34% | ||
| 33% | 39% | ||
| 40% | 23% |
The two models disagree most about Equipmentfacts (ChatGPT #18, Google #7).
Ritchie Bros. Auctioneers has become the most frequently cited platform for heavy and industrial equipment auctions, rising to the top rank between October and March. This shift comes as AI models have significantly broadened their recommendations for industrial asset liquidation, while consistently naming a few key players for farm machinery and a single government portal for I-Bonds.
Across 688 AI responses, TreasuryDirect is mentioned most, named in 42% of them, followed by AuctionTime (36%) and BigIron (34%).
Parse measures each brand's mention rate — the share of answers naming it — across 688 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 consistently recommend a core group of platforms including AuctionTime,
BigIron, and
Ritchie Bros. Auctioneers. Over time,
IronPlanet became a more frequent recommendation, often cited for its detailed inspection reports which help build buyer trust.
AI responses consistently recommend a core group of platforms including AuctionTime,
BigIron, and
Ritchie Bros. Auctioneers. Over time, became a more frequent recommendation, often cited for its detailed inspection reports which help build buyer trust.
Initially, AI models provided varied lists of industrial auctioneers, but from December onward, responses converged significantly to highlight as a top specialist. Later responses in 2026 began to categorize firms by size and service type, such as 'Global Tier 1' versus regional partners, providing more strategic guidance.
Brands mentioned
We are liquidating a subsidiary. Who specializes in the auctioning of industrial assets?
Initially, AI models provided varied lists of industrial auctioneers, but from December onward, responses converged significantly to highlight Schneider Industries as a top specialist. Later responses in 2026 began to categorize firms by size and service type, such as 'Global Tier 1' versus regional partners, providing more strategic guidance.