Category AI Visibility Report
Flashlights 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
≈24,106
Est. AI queries / month
27
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 27 buyer topics in Flashlights across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 24,106 AI queries per month.
- Fenix leads the AI shelf with 19.4% of brand mentions, followed by Nitecore (10.2%) and Streamlight (7.6%). The top three hold 37.2% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Shake flashlights” (top keyword “shake flashlight”, ~2,400 searches/mo).
- AI answers lean on reddit.com most (43% 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 | Fenix | 2,167 | 19.4% |
| 2 | Nitecore | 1,134 | 10.2% |
| 3 | Streamlight | 843 | 7.6% |
| 4 | Acebeam | 668 | 6% |
| 5 | Olight | 568 | 5.1% |
| 6 | Coast | 306 | 2.7% |
| 7 | Maglite | 289 | 2.6% |
| 8 | SureFire | 275 | 2.5% |
| 9 | Convoy | 262 | 2.3% |
| 10 | Wuben | 236 | 2.1% |
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 |
|---|---|---|---|
| Shake flashlights | ≈3,713 | shake flashlight | 2,400 |
| Magnetic flashlights | ≈3,552 | magnetic flashlight | 2,400 |
| Red light flashlights | ≈3,513 | red light flashlight | 2,900 |
| Flashlights with laser | ≈3,457 | flashlight with laser | 2,400 |
| Infrared flashlights | ≈3,411 | ir flashlight | 2,400 |
| LEP flashlights | ≈3,296 | lep flashlight | 3,600 |
| Pen flashlights | ≈3,164 | pen flashlight | 2,400 |
| Flashlights for AR-15s | — | flashlights for ar 15 | 3,600 |
| Flashlights for power outages | — | flashlight for power outage | 9,900 |
| Keychain flashlights | — | keychain flashlight | 5,400 |
| Specialty feature flashlights | — | flashlights with tasers | 5,400 |
| Tactical mounted flashlights | — | flashlights for ar 15 | 3,600 |
| Pocket flashlights | — | pocket flashlight | 3,600 |
| LED flashlights | — | led flashlight | 12,100 |
| UV blacklight flashlights | — | black light flashlight | 14,800 |
| Compact flashlights | — | compact flashlight | 5,400 |
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 | 695 | 43% |
| 1lumen.com | 271 | 16.7% |
| outdoorlife.com | 66 | 4.1% |
| streamlight.com | 48 | 3% |
| pewpewtactical.com | 34 | 2.1% |
| fenixlighting.com | 27 | 1.7% |
| gearjunkie.com | 25 | 1.5% |
| cleverhiker.com | 24 | 1.5% |
FAQ
Which brands do AI assistants recommend most for flashlights?
Over the last 30 days the top brands by AI mention share are: Fenix (19.4%), Nitecore (10.2%), Streamlight (7.6%), Acebeam (6%), Olight (5.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about flashlights?
GEOly estimates ~24,106 AI queries per month in this category across 27 buyer topics, led by “Shake flashlights”.
Which sources do AI engines cite for flashlights?
The most-cited domains are: reddit.com, 1lumen.com, outdoorlife.com, streamlight.com, pewpewtactical.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.