Category AI Visibility Report
Transmissions 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
≈14,335
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 Transmissions across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 14,335 AI queries per month.
- Toyota leads the AI shelf with 10.2% of brand mentions, followed by Honda (10.2%) and Ford (5%). The top three hold 25.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “transmissions for motorcycles” (top keyword “automatic transmissions for motorcycles”, ~4,400 searches/mo).
- AI answers lean on reddit.com most (23.5% 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 | Toyota | 528 | 10.2% |
| 2 | Honda | 527 | 10.2% |
| 3 | Ford | 259 | 5% |
| 4 | Jasper | 231 | 4.5% |
| 5 | Aisin | 215 | 4.2% |
| 6 | Allison | 206 | 4% |
| 7 | ZF Group | 168 | 3.3% |
| 8 | Subaru | 161 | 3.1% |
| 9 | Porsche | 153 | 3% |
| 10 | Nissan | 145 | 2.8% |
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 |
|---|---|---|---|
| transmissions for motorcycles | ≈5,328 | automatic transmissions for motorcycles | 4,400 |
| sequential transmissions | ≈5,011 | sequential transmissions | 5,400 |
| transmissions for trucks | ≈3,996 | allison transmissions | 22,200 |
| automatic transmissions | — | automatic transmissions repair | 22,200 |
| used transmissions | — | used transmissions | 5,400 |
| DCT transmissions | — | dct transmissions | 12,100 |
| performance transmissions | — | monster transmissions | 12,100 |
| replacement transmissions | — | transmissions | 165,000 |
| manual transmissions | — | manual transmissions | 27,100 |
| rebuilt transmissions | — | prices for rebuilt transmissions | 9,900 |
| CVT transmissions | — | cvt transmissions | 74,000 |
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 | 155 | 23.5% |
| jasperengines.com | 75 | 11.4% |
| motortrend.com | 32 | 4.8% |
| honda.com | 27 | 4.1% |
| caranddriver.com | 25 | 3.8% |
| tremec.com | 23 | 3.5% |
| iseecars.com | 22 | 3.3% |
| engineerfix.com | 19 | 2.9% |
Related category reports
FAQ
Which brands do AI assistants recommend most for transmissions?
Over the last 30 days the top brands by AI mention share are: Toyota (10.2%), Honda (10.2%), Ford (5%), Jasper (4.5%), Aisin (4.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about transmissions?
GEOly estimates ~14,335 AI queries per month in this category across 11 buyer topics, led by “transmissions for motorcycles”.
Which sources do AI engines cite for transmissions?
The most-cited domains are: reddit.com, jasperengines.com, motortrend.com, honda.com, caranddriver.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.