Category AI Visibility Report
Drive Shafts 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
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Est. AI queries / month
8
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 8 buyer topics in Drive Shafts across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Tom Wood's Custom Drive Shafts leads the AI shelf with 9.2% of brand mentions, followed by Adams Driveshaft & Offroad (8.9%) and Dana Spicer (8%). The top three hold 26.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “replacement drive shafts” (top keyword “replacement drive shafts”, ~1,300 searches/mo).
- AI answers lean on reddit.com most (24.4% 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 | Tom Wood's Custom Drive Shafts | 263 | 9.2% |
| 2 | Adams Driveshaft & Offroad | 255 | 8.9% |
| 3 | Dana Spicer | 230 | 8% |
| 4 | Weasler | 122 | 4.3% |
| 5 | The Driveshaft Shop | 108 | 3.8% |
| 6 | GKN Automotive | 86 | 3% |
| 7 | Dorman | 82 | 2.9% |
| 8 | QA1 REV Series | 74 | 2.6% |
| 9 | BMW | 60 | 2.1% |
| 10 | Walterscheid | 59 | 2.1% |
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 |
|---|---|---|---|
| replacement drive shafts | — | replacement drive shafts | 1,300 |
| Jeep drive shafts | — | tom woods drive shafts | 3,600 |
| performance drive shafts | — | high performance drive shafts | 320 |
| CV drive shafts | — | cv shaft | 5,400 |
| drive shafts repair | — | drive shafts repair | 22,200 |
| custom drive shafts | — | driveshaft shop | 5,400 |
| pto drive shafts | — | pto drive shafts | 720 |
| off-road drive shafts | — | 4x4 drive shafts | 170 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 121 | 24.4% |
| 4xshaft.com | 43 | 8.7% |
| weasler.com | 35 | 7.1% |
| hotrod.com | 28 | 5.7% |
| spicerparts.com | 26 | 5.3% |
| go-parts.com | 26 | 5.3% |
| adamsdriveshaftoffroad.com | 25 | 5.1% |
| engineerfix.com | 22 | 4.4% |
FAQ
Which brands do AI assistants recommend most for drive shafts?
Over the last 30 days the top brands by AI mention share are: Tom Wood's Custom Drive Shafts (9.2%), Adams Driveshaft & Offroad (8.9%), Dana Spicer (8%), Weasler (4.3%), The Driveshaft Shop (3.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about drive shafts?
GEOly estimates ~0 AI queries per month in this category across 8 buyer topics, led by “replacement drive shafts”.
Which sources do AI engines cite for drive shafts?
The most-cited domains are: reddit.com, 4xshaft.com, weasler.com, hotrod.com, spicerparts.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.