Category AI Visibility Report
Turbochargers 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
≈3,819
Est. AI queries / month
11
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Turbochargers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,819 AI queries per month.
- Garrett leads the AI shelf with 32% of brand mentions, followed by BorgWarner (21.8%) and Cummins Holset (6.4%). The top three hold 60.2% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “compound and sequential turbochargers” (top keyword “compound turbochargers”, ~1,900 searches/mo).
- AI answers lean on garrettmotion.com most (35.4% 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 | Garrett | 1,193 | 32% |
| 2 | BorgWarner | 811 | 21.8% |
| 3 | Cummins Holset | 237 | 6.4% |
| 4 | Precision Turbo & Engine | 82 | 2.2% |
| 5 | IHI | 76 | 2% |
| 6 | Mitsubishi Heavy Industries | 66 | 1.8% |
| 7 | Cummins | 48 | 1.3% |
| 8 | Precision | 47 | 1.3% |
| 9 | TorqAmp | 41 | 1.1% |
| 10 | Mitsubishi | 37 | 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 |
|---|---|---|---|
| compound and sequential turbochargers | ≈1,293 | compound turbochargers | 1,900 |
| used and remanufactured turbochargers | ≈1,275 | exchange turbochargers | 480 |
| diesel turbochargers | ≈1,251 | turbochargers for diesel engines | 1,600 |
| electric turbochargers | — | electric turbochargers | 4,400 |
| turbochargers vs superchargers | — | turbochargers vs superchargers | 6,600 |
| turbochargers kits | — | turbochargers kits | 6,600 |
| turbochargers for cars | — | turbocharger for cars | 2,400 |
| variable geometry turbochargers | — | vgt turbochargers | 2,900 |
| turbocharger repair | — | turbocharger repair | 27,100 |
| performance turbochargers | — | precision turbochargers | 12,100 |
| small turbochargers | — | small turbochargers | 1,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| garrettmotion.com | 252 | 35.4% |
| borgwarner.com | 163 | 22.9% |
| reddit.com | 114 | 16% |
| rwcmotorsport.com | 15 | 2.1% |
| motortrend.com | 14 | 2% |
| sciencedirect.com | 11 | 1.5% |
| nashvilleperformance.com | 11 | 1.5% |
| dieselpowersource.com | 10 | 1.4% |
FAQ
Which brands do AI assistants recommend most for turbochargers?
Over the last 30 days the top brands by AI mention share are: Garrett (32%), BorgWarner (21.8%), Cummins Holset (6.4%), Precision Turbo & Engine (2.2%), IHI (2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about turbochargers?
GEOly estimates ~3,819 AI queries per month in this category across 11 buyer topics, led by “compound and sequential turbochargers”.
Which sources do AI engines cite for turbochargers?
The most-cited domains are: garrettmotion.com, borgwarner.com, reddit.com, rwcmotorsport.com, motortrend.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.