Category AI Visibility Report
Gas Ranges 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
≈9,712
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 Gas Ranges across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 9,712 AI queries per month.
- GE leads the AI shelf with 29.9% of brand mentions, followed by Frigidaire (10.5%) and LG (9.9%). The top three hold 50.3% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “White gas ranges” (top keyword “white gas ranges”, ~3,600 searches/mo).
- AI answers lean on consumerreports.org most (18.1% 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 | 1,986 | 29.9% |
| 2 | Frigidaire | 696 | 10.5% |
| 3 | LG | 661 | 9.9% |
| 4 | Bosch | 429 | 6.5% |
| 5 | KitchenAid | 340 | 5.1% |
| 6 | Samsung | 282 | 4.2% |
| 7 | JennAir | 234 | 3.5% |
| 8 | Whirlpool | 194 | 2.9% |
| 9 | Thermador | 193 | 2.9% |
| 10 | Thor Kitchen | 178 | 2.7% |
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 |
|---|---|---|---|
| White gas ranges | ≈3,448 | white gas ranges | 3,600 |
| Gas ranges with downdraft | ≈3,132 | gas ranges downdraft | 1,900 |
| Black gas ranges | ≈3,132 | black gas ranges | 1,900 |
| Stainless steel gas ranges | — | gas ranges stainless steel | 6,600 |
| Gas ranges with double ovens | — | gas ranges with double ovens | 8,100 |
| Gas ranges for outdoor use | — | outdoor gas stove | 3,600 |
| Gas ranges for propane | — | propane gas stove | 3,600 |
| Gas slide-in ranges | — | cooktop ranges gas | 18,100 |
| Gas ranges with electric ovens | — | ranges gas oven | 33,100 |
| Gas ranges for small spaces | — | gas ranges 30 inches | 8,100 |
| Freestanding gas ranges | — | gas stove | 90,500 |
| Gas ranges with 5 or 6 burners | — | 36 gas ranges | 9,900 |
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 | 148 | 18.1% |
| yaleappliance.com | 141 | 17.3% |
| reddit.com | 131 | 16% |
| homedepot.com | 127 | 15.5% |
| goodhousekeeping.com | 65 | 8% |
| geappliances.com | 31 | 3.8% |
| kitchenaid.com | 30 | 3.7% |
| jennair.com | 24 | 2.9% |
FAQ
Which brands do AI assistants recommend most for gas ranges?
Over the last 30 days the top brands by AI mention share are: GE (29.9%), Frigidaire (10.5%), LG (9.9%), Bosch (6.5%), KitchenAid (5.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about gas ranges?
GEOly estimates ~9,712 AI queries per month in this category across 12 buyer topics, led by “White gas ranges”.
Which sources do AI engines cite for gas ranges?
The most-cited domains are: consumerreports.org, yaleappliance.com, reddit.com, homedepot.com, goodhousekeeping.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.