Category AI Visibility Report
Ball Joints 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
≈1,373
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 Ball Joints across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,373 AI queries per month.
- Moog leads the AI shelf with 18.6% of brand mentions, followed by Mevotech (14.7%) and Dynatrac (13.7%). The top three hold 47% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “heavy duty ball joints” (top keyword “dynatrac ball joints”, ~590 searches/mo).
- AI answers lean on reddit.com most (32% 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 | Moog | 614 | 18.6% |
| 2 | Mevotech | 485 | 14.7% |
| 3 | Dynatrac | 454 | 13.7% |
| 4 | Dana Spicer | 291 | 8.8% |
| 5 | Teraflex | 116 | 3.5% |
| 6 | Kryptonite | 115 | 3.5% |
| 7 | Motorcraft | 111 | 3.4% |
| 8 | OneLaser | 93 | 2.8% |
| 9 | Synergy | 88 | 2.7% |
| 10 | ACDelco | 72 | 2.2% |
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 |
|---|---|---|---|
| heavy duty ball joints | ≈692 | dynatrac ball joints | 590 |
| adjustable ball joints | ≈681 | adjustable ball joints | 390 |
| lower ball joints | — | bottom ball joints | 5,400 |
| ball joints for Ford F-150 | — | ford f-150 ball joints | 590 |
| ball joints for Jeep Wrangler | — | jeep wrangler ball joints | 720 |
| ball joints for Dodge Ram trucks | — | ball joints ram 1500 | 390 |
| truck ball joints | — | truck ball joints | 1,600 |
| upper ball joints | — | upper ball joints | 2,400 |
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 | 216 | 32% |
| moogparts.com | 95 | 14.1% |
| go-parts.com | 93 | 13.8% |
| mevotech.com | 48 | 7.1% |
| jlwranglerforums.com | 25 | 3.7% |
| dynatrac.com | 21 | 3.1% |
| f150forum.com | 21 | 3.1% |
| ford-trucks.com | 20 | 3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for ball joints?
Over the last 30 days the top brands by AI mention share are: Moog (18.6%), Mevotech (14.7%), Dynatrac (13.7%), Dana Spicer (8.8%), Teraflex (3.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about ball joints?
GEOly estimates ~1,373 AI queries per month in this category across 8 buyer topics, led by “heavy duty ball joints”.
Which sources do AI engines cite for ball joints?
The most-cited domains are: reddit.com, moogparts.com, go-parts.com, mevotech.com, jlwranglerforums.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.