Category AI Visibility Report
Pool 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
≈4,077
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Pool Lights across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,077 AI queries per month.
- Pentair leads the AI shelf with 21.8% of brand mentions, followed by Hayward (13.5%) and Jandy (12.5%). The top three hold 47.8% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “12V pool lights” (top keyword “pool lights 12v”, ~590 searches/mo).
- AI answers lean on reddit.com most (29.1% 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 | Pentair | 919 | 21.8% |
| 2 | Hayward | 568 | 13.5% |
| 3 | Jandy | 524 | 12.5% |
| 4 | SANSI | 267 | 6.3% |
| 5 | Intex | 202 | 4.8% |
| 6 | TECHKO | 186 | 4.4% |
| 7 | POOLHACKER | 169 | 4% |
| 8 | Linkind | 119 | 2.8% |
| 9 | Spa Electrics | 89 | 2.1% |
| 10 | Harbor Breeze | 76 | 1.8% |
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 |
|---|---|---|---|
| 12V pool lights | ≈2,164 | pool lights 12v | 590 |
| Color changing pool lights | ≈1,913 | pool color changing lights | 480 |
| Pool lights for inground pools | — | pool lights for inground pools | 2,900 |
| LED pool lights | — | led pool lights | 12,100 |
| Solar pool lights | — | solar pool lights | 5,400 |
| Floating pool lights | — | pool lights floating | 3,600 |
| Pool lights for above ground pools | — | pool lights for above ground | 4,400 |
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 | 213 | 29.1% |
| jandy.com | 101 | 13.8% |
| pentair.com | 80 | 10.9% |
| thisoldhouse.com | 42 | 5.7% |
| homedepot.com | 40 | 5.5% |
| beatbot.com | 32 | 4.4% |
| hometosight.com | 27 | 3.7% |
| pstpoolsupplies.com | 27 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for pool lights?
Over the last 30 days the top brands by AI mention share are: Pentair (21.8%), Hayward (13.5%), Jandy (12.5%), SANSI (6.3%), Intex (4.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about pool lights?
GEOly estimates ~4,077 AI queries per month in this category across 7 buyer topics, led by “12V pool lights”.
Which sources do AI engines cite for pool lights?
The most-cited domains are: reddit.com, jandy.com, pentair.com, thisoldhouse.com, 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.