Category AI Visibility Report
Tv Backlights 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
≈9,018
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 Tv Backlights across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 9,018 AI queries per month.
- Govee leads the AI shelf with 36.4% of brand mentions, followed by Philips (33.5%) and Nanoleaf (12.5%). The top three hold 82.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Tv backlight repair” (top keyword “tv backlight repair”, ~6,600 searches/mo).
- AI answers lean on reddit.com most (34.9% 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 | Govee | 1,459 | 36.4% |
| 2 | Philips | 1,342 | 33.5% |
| 3 | Nanoleaf | 500 | 12.5% |
| 4 | MediaLight | 130 | 3.2% |
| 5 | Linkind | 125 | 3.1% |
| 6 | Samsung | 43 | 1.1% |
| 7 | WiZ | 31 | 0.8% |
| 8 | TP-Link | 23 | 0.6% |
| 9 | Apple | 20 | 0.5% |
| 10 | 18 | 0.4% |
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 |
|---|---|---|---|
| Tv backlight repair | ≈4,945 | tv backlight repair | 6,600 |
| Immersive picture-sync tv backlights | ≈4,073 | led backlight for tv that changes with picture | 880 |
| LED tv backlights | — | led backlights for tv | 6,600 |
| Tv backlight problem symptoms | — | led tv bright spots | 5,400 |
| Govee tv backlights | — | govee tv backlight | 12,100 |
| Behind tv lighting | — | behind tv lighting | 4,400 |
| Basic tv backlights | — | tv backlight | 9,900 |
| Smart and RGB tv backlights | — | smart led strip lights | 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 | 155 | 34.9% |
| govee.com | 91 | 20.5% |
| techradar.com | 36 | 8.1% |
| rtings.com | 26 | 5.9% |
| techhive.com | 19 | 4.3% |
| ifixit.com | 18 | 4.1% |
| philips-hue.com | 16 | 3.6% |
| seattlepi.com | 14 | 3.2% |
FAQ
Which brands do AI assistants recommend most for tv backlights?
Over the last 30 days the top brands by AI mention share are: Govee (36.4%), Philips (33.5%), Nanoleaf (12.5%), MediaLight (3.2%), Linkind (3.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about tv backlights?
GEOly estimates ~9,018 AI queries per month in this category across 8 buyer topics, led by “Tv backlight repair”.
Which sources do AI engines cite for tv backlights?
The most-cited domains are: reddit.com, govee.com, techradar.com, rtings.com, techhive.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.