Category AI Visibility Report
Fluorescent Tubes 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
≈979
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Fluorescent Tubes across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 979 AI queries per month.
- Philips leads the AI shelf with 32.1% of brand mentions, followed by GE (17.5%) and SYLVANIA (12.7%). The top three hold 62.3% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “High output fluorescent tubes” (top keyword “fluorescent tubes wattage”, ~170 searches/mo).
- AI answers lean on reddit.com most (18.6% 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 | Philips | 763 | 32.1% |
| 2 | GE | 417 | 17.5% |
| 3 | SYLVANIA | 302 | 12.7% |
| 4 | Feit Electric | 113 | 4.7% |
| 5 | Zoo Med | 87 | 3.7% |
| 6 | GoodBulb | 49 | 2.1% |
| 7 | SATCO | 49 | 2.1% |
| 8 | Ushio | 48 | 2% |
| 9 | Sunlite | 43 | 1.8% |
| 10 | Osram | 42 | 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 |
|---|---|---|---|
| High output fluorescent tubes | ≈328 | fluorescent tubes wattage | 170 |
| Circular fluorescent tubes | ≈327 | fluorescent tubes circular | 260 |
| Fluorescent tubes for aquariums | ≈324 | fluorescent tubes for aquariums | 110 |
| 4ft fluorescent tubes | — | 48 inch fluorescent tubes | 590 |
| 8ft fluorescent tubes | — | 8ft fluorescent tubes | 1,300 |
| T8 fluorescent tubes | — | t8 bulbs | 4,400 |
| Black light fluorescent tubes | — | blacklight fluorescent tubes | 480 |
| Full spectrum fluorescent tubes | — | full spectrum fluorescent light tubes | 260 |
| T5 fluorescent tubes | — | fluorescent tubes t5 | 2,400 |
| T12 fluorescent tubes | — | t12 fluorescent tubes | 880 |
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 | 83 | 18.6% |
| feit.com | 58 | 13% |
| signify.com | 56 | 12.5% |
| homedepot.com | 54 | 12.1% |
| ledvance.com | 44 | 9.8% |
| philips.com | 25 | 5.6% |
| waveformlighting.com | 18 | 4% |
| bulbs.com | 15 | 3.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for fluorescent tubes?
Over the last 30 days the top brands by AI mention share are: Philips (32.1%), GE (17.5%), SYLVANIA (12.7%), Feit Electric (4.7%), Zoo Med (3.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about fluorescent tubes?
GEOly estimates ~979 AI queries per month in this category across 10 buyer topics, led by “High output fluorescent tubes”.
Which sources do AI engines cite for fluorescent tubes?
The most-cited domains are: reddit.com, feit.com, signify.com, homedepot.com, ledvance.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.