Category AI Visibility Report
Hydraulic Parts AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈2,017
Est. AI queries / month
17
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 17 buyer topics in Hydraulic Parts across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,017 AI queries per month.
- Parker leads the AI shelf with 7.8% of brand mentions, followed by Bosch Rexroth (5.8%) and Danfoss (4.7%). The top three hold 18.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Manual and air-over hydraulic parts” (top keyword “air over hydraulic pump”, ~480 searches/mo).
- AI answers lean on parker.com most (17% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Parker | 345 | 7.8% |
| 2 | Bosch Rexroth | 258 | 5.8% |
| 3 | Danfoss | 207 | 4.7% |
| 4 | SeaStar Solutions | 156 | 3.5% |
| 5 | Parker Hannifin | 127 | 2.9% |
| 6 | Enerpac | 114 | 2.6% |
| 7 | Eaton | 99 | 2.2% |
| 8 | Sun Hydraulics | 83 | 1.9% |
| 9 | WIKA | 78 | 1.8% |
| 10 | Vickers | 72 | 1.6% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| Manual and air-over hydraulic parts | ≈576 | air over hydraulic pump | 480 |
| Hydraulic parts for log splitters | ≈569 | log splitter hydraulic parts | 140 |
| Hydraulic press parts | ≈565 | hydraulic press parts | 170 |
| Hydraulic pump parts | ≈307 | hydraulic pump | 14,800 |
| Hydraulic actuator parts | — | hydraulic actuator | 2,400 |
| Hydraulic repair parts | — | hydraulic hose repair near me | 14,800 |
| Hydraulic motor parts | — | hydraulic motor | 4,400 |
| Hydraulic fluid parts | — | mineral based hydraulic fluid | 1,000 |
| Hydraulic power unit and reservoir parts | — | hydraulic power unit | 2,400 |
| Hydraulic cylinder parts | — | hydraulic cylinder | 14,800 |
| Hydraulic hose fittings and coupler parts | — | hydraulic fittings | 6,600 |
| Hydraulic directional and flow control parts | — | hydraulic controls | 3,600 |
| Hydraulic steering parts | — | hydraulic steering | 880 |
| Hydraulic jack parts | — | parts for hydraulic floor jack | 390 |
| Hydraulic gauge, sensor, and switch parts | — | hydraulic pressure gauge | 1,900 |
| Hydraulic hose parts | — | hydraulic hose | 18,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| parker.com | 136 | 17% |
| reddit.com | 111 | 13.9% |
| northernhydraulics.net | 39 | 4.9% |
| hcrcnow.com | 37 | 4.6% |
| danfoss.com | 35 | 4.4% |
| ashcroft.com | 20 | 2.5% |
| boschrexroth.com | 20 | 2.5% |
| westmarine.com | 18 | 2.3% |
FAQ
Which brands do AI assistants recommend most for hydraulic parts?
Over the last 30 days the top brands by AI mention share are: Parker (7.8%), Bosch Rexroth (5.8%), Danfoss (4.7%), SeaStar Solutions (3.5%), Parker Hannifin (2.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about hydraulic parts?
GEOly estimates ~2,017 AI queries per month in this category across 17 buyer topics, led by “Manual and air-over hydraulic parts”.
Which sources do AI engines cite for hydraulic parts?
The most-cited domains are: parker.com, reddit.com, northernhydraulics.net, hcrcnow.com, danfoss.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.