Category AI Visibility Report
Chest Freezers 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
≈4,546
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 Chest Freezers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,546 AI queries per month.
- GE leads the AI shelf with 23.9% of brand mentions, followed by Frigidaire (20.7%) and Whirlpool (8.6%). The top three hold 53.2% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Frost-free chest freezers” (top keyword “frost free chest freezer”, ~1,300 searches/mo).
- AI answers lean on consumerreports.org most (38.5% 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 | 1,185 | 23.9% |
| 2 | Frigidaire | 1,025 | 20.7% |
| 3 | Whirlpool | 429 | 8.6% |
| 4 | Midea | 375 | 7.6% |
| 5 | Danby | 208 | 4.2% |
| 6 | Hisense | 172 | 3.5% |
| 7 | Insignia | 149 | 3% |
| 8 | Hamilton Beach | 123 | 2.5% |
| 9 | KoolMore | 102 | 2.1% |
| 10 | Vissani | 90 | 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 |
|---|---|---|---|
| Frost-free chest freezers | ≈1,586 | frost free chest freezer | 1,300 |
| Outdoor chest freezers | ≈1,544 | outdoor chest freezer | 880 |
| Commercial chest freezers | ≈1,416 | commercial chest freezer | 1,000 |
| Best chest freezers | — | best chest freezer | 2,400 |
| Small chest freezers | — | small chest freezer | 22,200 |
| Compact chest freezers | — | compact chest freezers | 9,900 |
| Large chest freezers | — | large chest freezer | 4,400 |
| Garage-ready chest freezers | — | chest freezers garage ready | 3,600 |
| Black chest freezers | — | black deep freezer | 2,400 |
| Energy-efficient chest freezers | — | chest freezers energy efficient | 5,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| consumerreports.org | 256 | 38.5% |
| energystar.gov | 71 | 10.7% |
| reddit.com | 67 | 10.1% |
| lowes.com | 54 | 8.1% |
| homedepot.com | 51 | 7.7% |
| geappliances.com | 23 | 3.5% |
| goodhousekeeping.com | 23 | 3.5% |
| whirlpool.com | 15 | 2.3% |
FAQ
Which brands do AI assistants recommend most for chest freezers?
Over the last 30 days the top brands by AI mention share are: GE (23.9%), Frigidaire (20.7%), Whirlpool (8.6%), Midea (7.6%), Danby (4.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about chest freezers?
GEOly estimates ~4,546 AI queries per month in this category across 10 buyer topics, led by “Frost-free chest freezers”.
Which sources do AI engines cite for chest freezers?
The most-cited domains are: consumerreports.org, energystar.gov, reddit.com, lowes.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.