Category AI Visibility Report
Refrigerator Water Filters 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
≈8,071
Est. AI queries / month
13
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 13 buyer topics in Refrigerator Water Filters across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,071 AI queries per month.
- GE leads the AI shelf with 24.5% of brand mentions, followed by LG (16.1%) and Samsung (12.7%). The top three hold 53.3% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Kenmore refrigerator water filters” (top keyword “kenmore refrigerator water filter”, ~6,600 searches/mo).
- AI answers lean on consumerreports.org most (27.2% 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 | GE | 1,702 | 24.5% |
| 2 | LG | 1,116 | 16.1% |
| 3 | Samsung | 881 | 12.7% |
| 4 | EveryDrop | 799 | 11.5% |
| 5 | Waterdrop | 556 | 8% |
| 6 | Bosch | 485 | 7% |
| 7 | Frigidaire | 287 | 4.1% |
| 8 | Whirlpool | 263 | 3.8% |
| 9 | HDX | 172 | 2.5% |
| 10 | GlacierFresh | 114 | 1.6% |
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 |
|---|---|---|---|
| Kenmore refrigerator water filters | ≈2,986 | kenmore refrigerator water filter | 6,600 |
| Long-lasting refrigerator water filters | ≈2,595 | how long do refrigerator water filters last | 720 |
| Whirlpool refrigerator water filters | ≈2,490 | how to change whirlpool refrigerator water filters | 590 |
| LG refrigerator water filters | — | lg water filter replacement | 6,600 |
| KitchenAid refrigerator water filters | — | kitchenaid refrigerator water filter | 9,900 |
| Maytag refrigerator water filters | — | maytag refrigerator water filter | 5,400 |
| Bosch refrigerator water filters | — | bosch refrigerator water filter | 6,600 |
| Samsung refrigerator water filters | — | samsung fridge water filter | 12,100 |
| Frigidaire refrigerator water filters | — | frigidaire refrigerator water filter | 22,200 |
| Replacement refrigerator water filters | — | refrigerator water filter replacement | 33,100 |
| Inline refrigerator water filters | — | in line refrigerator water filters | 2,900 |
| Best refrigerator water filters | — | top rated refrigerator water filters | 2,400 |
| GE refrigerator water filters | — | replacement water filters for ge refrigerator | 12,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| consumerreports.org | 201 | 27.2% |
| lg.com | 97 | 13.1% |
| reddit.com | 85 | 11.5% |
| bosch-home.com | 85 | 11.5% |
| nsf.org | 53 | 7.2% |
| whirlpool.com | 43 | 5.8% |
| tapwaterdata.com | 42 | 5.7% |
| homedepot.com | 40 | 5.4% |
FAQ
Which brands do AI assistants recommend most for refrigerator water filters?
Over the last 30 days the top brands by AI mention share are: GE (24.5%), LG (16.1%), Samsung (12.7%), EveryDrop (11.5%), Waterdrop (8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about refrigerator water filters?
GEOly estimates ~8,071 AI queries per month in this category across 13 buyer topics, led by “Kenmore refrigerator water filters”.
Which sources do AI engines cite for refrigerator water filters?
The most-cited domains are: consumerreports.org, lg.com, reddit.com, bosch-home.com, nsf.org. 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.