Data as of Aug 16, 2026 · Based on 282 AI responses · See how Parse measures this
Clean Oil Solutions holds the highest mention rate among industrial reliability testing services. This niche is highly fragmented as various engineering and fluid management firms contest for visibility.
Industrial Reliability Testing Services
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Maintains a strong presence through filtration management services. | 74% | |
| 2 | Offers widely cited portable filtration carts and offline panels. | 41% | |
| 3 | Provides mobile kidney-loop filtration and field-based purification services. | 31% | |
| 4 | 30% | ||
| 5 | 23% | ||
| 6 | 21% | ||
| 7 | 20% | ||
| 8 | Focuses on laboratory-grade hydraulic fluid analysis and diagnostics. | 20% | |
| 9 | 19% | ||
| 10 | 19% | ||
| 11 | 18% | ||
| 12 | 17% | ||
| 13 | 14% | ||
| 14 | 13% | ||
| 15 | 13% | ||
| 16 | Supplies diagnostic services and mobile filtration equipment for systems. | 13% | |
| 17 | 12% | ||
| 18 | 11% | ||
| 19 | 11% | ||
| 20 | 10% | ||
| 21 | 9% | ||
| 22 | 9% | ||
| 23 | 7% | ||
| 24 | 7% | ||
| 25 | 6% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
schroederindustries.com is the page AI reaches for most here, cited in 72% of analyzed answers.
Mention rate declined from 100% baseline to 75% in August.
Ranked #2 with 63% mention rate in August.
Rose from 0% to #1 mention rate between Nov and Aug.
| Brand | ChatGPT Search | Comparison |
|---|---|---|
| 40% | ||
| 35% | ||
| 35% | ||
| 30% | ||
| 30% |
Clean Oil Solutions holds the highest mention rate among industrial reliability testing services. This niche is highly fragmented as various engineering and fluid management firms contest for visibility.
Across 282 AI responses, Schroeder Industries is mentioned most, named in 74% of them, followed by Donaldson (41%) and Oil Filtration Systems (31%).
Parse measures each brand's mention rate — the share of answers naming it — across 282 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 focused heavily on Schroeder Industries, but have diversified to include regional service providers and filtration specialists by mid-2026. ChatGPT Search often lists specific local vendors for sampling, while Google AI Overviews prioritizes hardware-centric filtration suppliers.
Brands mentioned
AI responses initially focused heavily on Schroeder Industries, but have diversified to include regional service providers and filtration specialists by mid-2026. ChatGPT Search often lists specific local vendors for sampling, while Google AI Overviews prioritizes hardware-centric filtration suppliers.