Category AI Visibility Report
Jump Starters 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
≈2,322
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 Jump Starters across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,322 AI queries per month.
- NOCO leads the AI shelf with 35.3% of brand mentions, followed by GOOLOO (23.6%) and Clore (4.7%). The top three hold 63.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Power bank jump starters” (top keyword “power bank jump starters”, ~1,000 searches/mo).
- AI answers lean on caranddriver.com most (26.5% 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 | NOCO | 1,349 | 35.3% |
| 2 | GOOLOO | 902 | 23.6% |
| 3 | Clore | 178 | 4.7% |
| 4 | WOLFBOX | 158 | 4.1% |
| 5 | Weego | 134 | 3.5% |
| 6 | DEWALT | 105 | 2.8% |
| 7 | Lokithor | 101 | 2.6% |
| 8 | Schumacher | 98 | 2.6% |
| 9 | AstroAI | 73 | 1.9% |
| 10 | Clore Jump-N-Carry | 73 | 1.9% |
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 |
|---|---|---|---|
| Power bank jump starters | ≈1,192 | power bank jump starters | 1,000 |
| Lithium jump starters | ≈1,130 | lithium battery jump starters | 720 |
| Portable jump starters | — | portable jump starters | 110,000 |
| Jump starters with air compressor | — | jump starters with air compressors | 6,600 |
| Car battery jump starters | — | jump starters for car | 165,000 |
| Heavy duty jump starters | — | best heavy duty jump starter | 1,900 |
| Jump starters for trucks | — | truck jump starters | 2,900 |
| Compact jump starters | — | compact jump starters | 2,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| caranddriver.com | 155 | 26.5% |
| techgearlab.com | 141 | 24.1% |
| reddit.com | 79 | 13.5% |
| no.co | 78 | 13.4% |
| wired.com | 70 | 12% |
| motortrend.com | 12 | 2.1% |
| bobvila.com | 11 | 1.9% |
| tomsguide.com | 8 | 1.4% |
FAQ
Which brands do AI assistants recommend most for jump starters?
Over the last 30 days the top brands by AI mention share are: NOCO (35.3%), GOOLOO (23.6%), Clore (4.7%), WOLFBOX (4.1%), Weego (3.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about jump starters?
GEOly estimates ~2,322 AI queries per month in this category across 8 buyer topics, led by “Power bank jump starters”.
Which sources do AI engines cite for jump starters?
The most-cited domains are: caranddriver.com, techgearlab.com, reddit.com, no.co, wired.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.