Category AI Visibility Report
Recessed 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
≈23,208
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Recessed Lights across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 23,208 AI queries per month.
- Halo Sleep leads the AI shelf with 28.7% of brand mentions, followed by Juno (13.5%) and Elco (4.7%). The top three hold 46.9% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “recessed lights for sloped ceiling” (top keyword “recessed lights cathedral ceiling”, ~3,600 searches/mo).
- AI answers lean on reddit.com most (25.8% 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 | Halo Sleep | 1,374 | 28.7% |
| 2 | Juno | 646 | 13.5% |
| 3 | Elco | 227 | 4.7% |
| 4 | Sunco | 175 | 3.7% |
| 5 | Commercial Electric | 174 | 3.6% |
| 6 | Philips | 162 | 3.4% |
| 7 | Lithonia | 158 | 3.3% |
| 8 | Feit Electric | 147 | 3.1% |
| 9 | Lotus LED | 130 | 2.7% |
| 10 | NICOR | 127 | 2.6% |
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 |
|---|---|---|---|
| recessed lights for sloped ceiling | ≈8,298 | recessed lights cathedral ceiling | 3,600 |
| recessed lights outdoor | ≈7,753 | recessed lights exterior | 5,400 |
| Halo recessed lights | ≈7,157 | halo recessed can lights | 4,400 |
| recessed lights retrofit | — | conversion kits for recessed can lights | 12,100 |
| recessed lights for bathroom | — | shower light | 8,100 |
| LED recessed lights | — | recessed can led lights | 18,100 |
| recessed lights covers | — | recessed light covers | 8,100 |
| recessed lights bulbs | — | recessed light bulbs | 9,900 |
| recessed lights installation | — | install recessed lighting | 6,600 |
| recessed lights for kitchen | — | recessed kitchen lighting | 18,100 |
| recessed lights for living room | — | ambient lighting | 27,100 |
| wafer recessed lights | — | wafer lights | 9,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 203 | 25.8% |
| homedepot.com | 131 | 16.6% |
| acuitybrands.com | 78 | 9.9% |
| lowes.com | 62 | 7.9% |
| feit.com | 50 | 6.3% |
| cooperlighting.com | 42 | 5.3% |
| elcolighting.com | 25 | 3.2% |
| thisoldhouse.com | 24 | 3% |
FAQ
Which brands do AI assistants recommend most for recessed lights?
Over the last 30 days the top brands by AI mention share are: Halo Sleep (28.7%), Juno (13.5%), Elco (4.7%), Sunco (3.7%), Commercial Electric (3.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about recessed lights?
GEOly estimates ~23,208 AI queries per month in this category across 12 buyer topics, led by “recessed lights for sloped ceiling”.
Which sources do AI engines cite for recessed lights?
The most-cited domains are: reddit.com, homedepot.com, acuitybrands.com, lowes.com, feit.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.