Category AI Visibility Report
Emergency Lights 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
≈1,725
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 Emergency Lights across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,725 AI queries per month.
- Energizer leads the AI shelf with 10.2% of brand mentions, followed by Whelen (7.9%) and GE (6.5%). The top three hold 24.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “strobe emergency lights” (top keyword “emergency strobe lights”, ~1,000 searches/mo).
- AI answers lean on poweroutage.us most (20.1% 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 | Energizer | 282 | 10.2% |
| 2 | Whelen | 219 | 7.9% |
| 3 | GE | 181 | 6.5% |
| 4 | Lithonia | 148 | 5.3% |
| 5 | Federal Signal | 127 | 4.6% |
| 6 | Goal Zero | 123 | 4.4% |
| 7 | Coast | 92 | 3.3% |
| 8 | Sure-Lites | 84 | 3% |
| 9 | SoundOff | 66 | 2.4% |
| 10 | Duracell | 64 | 2.3% |
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 |
|---|---|---|---|
| strobe emergency lights | ≈876 | emergency strobe lights | 1,000 |
| solar emergency lights | ≈849 | solar emergency lights | 260 |
| outdoor emergency lights | — | outside emergency lights | 590 |
| emergency lights for home | — | house emergency lights | 1,300 |
| battery powered emergency lights | — | emergency lights with battery | 1,900 |
| rechargeable emergency lights | — | rechargeable light | 5,400 |
| emergency lights for vehicles | — | emergency lights for vehicles | 4,400 |
| emergency lights with battery backup | — | emergency lights with battery backup | 1,000 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| poweroutage.us | 94 | 20.1% |
| reddit.com | 46 | 9.8% |
| whelen.com | 45 | 9.6% |
| emergencylights.net | 36 | 7.7% |
| homedepot.com | 36 | 7.7% |
| fedsig.com | 34 | 7.3% |
| etrailer.com | 26 | 5.6% |
| sae.org | 17 | 3.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for emergency lights?
Over the last 30 days the top brands by AI mention share are: Energizer (10.2%), Whelen (7.9%), GE (6.5%), Lithonia (5.3%), Federal Signal (4.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about emergency lights?
GEOly estimates ~1,725 AI queries per month in this category across 8 buyer topics, led by “strobe emergency lights”.
Which sources do AI engines cite for emergency lights?
The most-cited domains are: poweroutage.us, reddit.com, whelen.com, emergencylights.net, homedepot.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.