Category AI Visibility Report
Brake 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
≈1,732
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 Brake Parts across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,732 AI queries per month.
- PowerStop leads the AI shelf with 10.9% of brand mentions, followed by Raybestos (6.4%) and Brembo (6.1%). The top three hold 23.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “truck brake parts” (top keyword “brake parts for trucks”, ~210 searches/mo).
- AI answers lean on reddit.com most (28.4% 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 | PowerStop | 384 | 10.9% |
| 2 | Raybestos | 225 | 6.4% |
| 3 | Brembo | 214 | 6.1% |
| 4 | Bendix | 194 | 5.5% |
| 5 | Meritor | 184 | 5.2% |
| 6 | Akebono | 168 | 4.8% |
| 7 | Wagner | 151 | 4.3% |
| 8 | Bosch | 134 | 3.8% |
| 9 | Duralast | 126 | 3.6% |
| 10 | Haldex | 117 | 3.3% |
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 |
|---|---|---|---|
| truck brake parts | ≈1,732 | brake parts for trucks | 210 |
| brake pad parts | — | brake pads replacement | 246,000 |
| disc brake parts | — | brakes and rotors | 27,100 |
| air brake parts | — | parts of an air brake system | 320 |
| performance brake parts | — | r1 concepts performance brake parts | 12,100 |
| drum brake parts | — | drum brake diagram | 2,400 |
| trailer brake parts | — | trailer brake parts | 480 |
| brake system parts | — | all brake systems | 201,000 |
| car brake parts | — | car brakes | 22,200 |
| brake caliper parts | — | brake caliper | 74,000 |
| brake line parts | — | brake lines advance auto parts | 480 |
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 | 141 | 28.4% |
| autozone.com | 62 | 12.5% |
| powerstop.com | 32 | 6.4% |
| etrailer.com | 27 | 5.4% |
| buybrakes.com | 24 | 4.8% |
| bremboparts.com | 21 | 4.2% |
| bendix.com | 19 | 3.8% |
| engineerfix.com | 17 | 3.4% |
FAQ
Which brands do AI assistants recommend most for brake parts?
Over the last 30 days the top brands by AI mention share are: PowerStop (10.9%), Raybestos (6.4%), Brembo (6.1%), Bendix (5.5%), Meritor (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about brake parts?
GEOly estimates ~1,732 AI queries per month in this category across 11 buyer topics, led by “truck brake parts”.
Which sources do AI engines cite for brake parts?
The most-cited domains are: reddit.com, autozone.com, powerstop.com, etrailer.com, buybrakes.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.