Category AI Visibility Report
Picture 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
≈1,126
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 Picture Lights across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,126 AI queries per month.
- Situ Art Lighting leads the AI shelf with 19.7% of brand mentions, followed by WAC (8.9%) and Cocoweb (5.2%). The top three hold 33.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “clip on picture lights” (top keyword “picture lights clip on”, ~110 searches/mo).
- AI answers lean on austingallery.org most (41.6% 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 | Situ Art Lighting | 575 | 19.7% |
| 2 | WAC | 259 | 8.9% |
| 3 | Cocoweb | 153 | 5.2% |
| 4 | EZVALO | 151 | 5.2% |
| 5 | Wrought Studio | 148 | 5.1% |
| 6 | House of Troy | 95 | 3.2% |
| 7 | Ebern Designs | 87 | 3% |
| 8 | Westinghouse | 83 | 2.8% |
| 9 | Maxxima | 77 | 2.6% |
| 10 | Concept | 76 | 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 |
|---|---|---|---|
| clip on picture lights | ≈564 | picture lights clip on | 110 |
| small picture lights | ≈562 | small picture lights | 260 |
| hardwired picture lights | — | picture lights hardwired | 1,300 |
| plug-in picture lights | — | picture lights with plug | 1,300 |
| battery operated picture lights | — | battery picture lights | 4,400 |
| picture lights for wall | — | picture lights for wall | 2,900 |
| LED picture lights | — | picture lights led | 1,900 |
| picture lights with remote control | — | battery operated art light with remote | 390 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| austingallery.org | 169 | 41.6% |
| photoworkout.com | 48 | 11.8% |
| reddit.com | 46 | 11.3% |
| crcgoc.com | 21 | 5.2% |
| lumens.com | 18 | 4.4% |
| requiemforadream.com | 14 | 3.4% |
| guidingtech.com | 14 | 3.4% |
| visualcomfort.com | 13 | 3.2% |
Related category reports
FAQ
Which brands do AI assistants recommend most for picture lights?
Over the last 30 days the top brands by AI mention share are: Situ Art Lighting (19.7%), WAC (8.9%), Cocoweb (5.2%), EZVALO (5.2%), Wrought Studio (5.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about picture lights?
GEOly estimates ~1,126 AI queries per month in this category across 8 buyer topics, led by “clip on picture lights”.
Which sources do AI engines cite for picture lights?
The most-cited domains are: austingallery.org, photoworkout.com, reddit.com, crcgoc.com, lumens.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.