Category AI Visibility Report
Wall Ovens 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
≈3,325
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Wall Ovens across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,325 AI queries per month.
- GE leads the AI shelf with 26.5% of brand mentions, followed by Bosch (20.4%) and Frigidaire (17%). The top three hold 63.9% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “30 inch wall ovens” (top keyword “wall ovens 30 inch”, ~1,300 searches/mo).
- AI answers lean on consumerreports.org most (29.3% 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 | 2,191 | 26.5% |
| 2 | Bosch | 1,687 | 20.4% |
| 3 | Frigidaire | 1,403 | 17% |
| 4 | KitchenAid | 536 | 6.5% |
| 5 | Miele | 352 | 4.3% |
| 6 | LG | 267 | 3.2% |
| 7 | Samsung | 234 | 2.8% |
| 8 | Whirlpool | 188 | 2.3% |
| 9 | GE Monogram | 143 | 1.7% |
| 10 | Summit | 138 | 1.7% |
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 |
|---|---|---|---|
| 30 inch wall ovens | ≈1,534 | wall ovens 30 inch | 1,300 |
| Gas wall ovens | ≈1,276 | gas ovens wall | 4,400 |
| Commercial wall ovens | ≈515 | commercial oven | 5,400 |
| 24 inch wall ovens | — | wall ovens 24 inch | 4,400 |
| Single wall ovens | — | single wall ovens | 3,600 |
| Electric wall ovens | — | wall ovens electric | 5,400 |
| Double wall ovens | — | double ovens wall | 9,900 |
| Best wall ovens | — | ovens wall | 18,100 |
| Wall ovens with microwave | — | combination microwave & wall ovens | 6,600 |
| 27 inch wall ovens | — | wall ovens 27 inch | 1,600 |
| Wall ovens with french doors | — | wall ovens with french doors | 1,600 |
| Convection wall ovens | — | convection oven | 74,000 |
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 | 261 | 29.3% |
| yaleappliance.com | 168 | 18.9% |
| reddit.com | 106 | 11.9% |
| lowes.com | 86 | 9.7% |
| homedepot.com | 74 | 8.3% |
| bosch-home.com | 60 | 6.7% |
| geappliances.com | 50 | 5.6% |
| pagosalibrary.org | 23 | 2.6% |
FAQ
Which brands do AI assistants recommend most for wall ovens?
Over the last 30 days the top brands by AI mention share are: GE (26.5%), Bosch (20.4%), Frigidaire (17%), KitchenAid (6.5%), Miele (4.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about wall ovens?
GEOly estimates ~3,325 AI queries per month in this category across 12 buyer topics, led by “30 inch wall ovens”.
Which sources do AI engines cite for wall ovens?
The most-cited domains are: consumerreports.org, yaleappliance.com, 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.