Category AI Visibility Report
Bottle Warmers 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
≈7,066
Est. AI queries / month
16
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 16 buyer topics in Bottle Warmers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 7,066 AI queries per month.
- Philips leads the AI shelf with 18.2% of brand mentions, followed by Baby Brezza (15.9%) and Momcozy (8.8%). The top three hold 42.9% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Bottle warmers and sterilizers” (top keyword “bottle sterilizer”, ~14,800 searches/mo).
- AI answers lean on reddit.com most (25.3% 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 | Philips | 1,037 | 18.2% |
| 2 | Baby Brezza | 907 | 15.9% |
| 3 | Momcozy | 502 | 8.8% |
| 4 | Dr. Brown's | 322 | 5.7% |
| 5 | Babymoov | 309 | 5.4% |
| 6 | Chicco | 297 | 5.2% |
| 7 | Tommee Tippee | 286 | 5% |
| 8 | Kiinde | 271 | 4.8% |
| 9 | Lionelo | 254 | 4.5% |
| 10 | Liini | 187 | 3.3% |
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 |
|---|---|---|---|
| Bottle warmers and sterilizers | ≈6,045 | bottle sterilizer | 14,800 |
| Bottle warmers for specific bottle brands | ≈780 | universal bottle warmers | 10 |
| Flaschenwärmer für Zwillinge | ≈121 | zwillings flaschenwärmer | 50 |
| Flaschenwärmer fürs Auto | ≈120 | flaschenwärmer auto | 70 |
| Infant bottle warmers | — | infant bottle warmers | 6,600 |
| Flaschenwärmer für nachts | — | flaschenwärmer nachts | 170 |
| Bottle warmers for breast milk | — | bottle warmer for breast milk | 27,100 |
| Flaschenwärmer mit Sterilisator | — | sterilisator und flaschenwärmer | 170 |
| Flaschenwärmer mit Akku | — | flaschenwärmer akku | 480 |
| Flaschenwärmer für Muttermilch | — | muttermilch flaschenwärmer | 390 |
| Flaschenwärmer für unterwegs | — | flaschenwärmer für unterwegs | 4,400 |
| Bottle warmer reviews and comparisons | — | best bottle warmers | 6,600 |
| Portable bottle warmers | — | tommee tippee portable bottle warmer | 720 |
| Kabellose Flaschenwärmer | — | flaschenwärmer unterwegs ohne strom | 320 |
| Portable bottle warmers | — | bottle warmer portable | 18,100 |
| Flaschenwärmer für MAM-Flaschen | — | mam flaschenwärmer | 590 |
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 | 257 | 25.3% |
| faz.net | 146 | 14.4% |
| babylist.com | 139 | 13.7% |
| babygearlab.com | 128 | 12.6% |
| philips.de | 60 | 5.9% |
| consumerreports.org | 53 | 5.2% |
| eltern.de | 26 | 2.6% |
| babyartikel.de | 21 | 2.1% |
FAQ
Which brands do AI assistants recommend most for bottle warmers?
Over the last 30 days the top brands by AI mention share are: Philips (18.2%), Baby Brezza (15.9%), Momcozy (8.8%), Dr. Brown's (5.7%), Babymoov (5.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about bottle warmers?
GEOly estimates ~7,066 AI queries per month in this category across 16 buyer topics, led by “Bottle warmers and sterilizers”.
Which sources do AI engines cite for bottle warmers?
The most-cited domains are: reddit.com, faz.net, babylist.com, babygearlab.com, philips.de. 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.