Category AI Visibility Report
Hot Water Bottles 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
≈427
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 Hot Water Bottles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 427 AI queries per month.
- Sänger leads the AI shelf with 16.1% of brand mentions, followed by Frosch (13.9%) and Fashy (7.9%). The top three hold 37.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “hot water bottles for pregnancy” (top keyword “hot water bottles during pregnancy”, ~110 searches/mo).
- AI answers lean on reddit.com 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 | Sänger | 519 | 16.1% |
| 2 | Frosch | 446 | 13.9% |
| 3 | Fashy | 253 | 7.9% |
| 4 | YUYU | 233 | 7.2% |
| 5 | WUKA | 168 | 5.2% |
| 6 | Warmies | 135 | 4.2% |
| 7 | Samply | 75 | 2.3% |
| 8 | Sanger | 65 | 2% |
| 9 | K&H | 61 | 1.9% |
| 10 | Snuggle Safe | 46 | 1.4% |
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 |
|---|---|---|---|
| hot water bottles for pregnancy | ≈191 | hot water bottles during pregnancy | 110 |
| long hot water bottles | ≈180 | hot water bottles long | 210 |
| best hot water bottles | ≈56 | hot water bottle | 33,100 |
| electric hot water bottles | — | electric hot water bottles | 1,000 |
| hot and cold water bottles | — | hot cold water bottles | 720 |
| hot water bottles for pets | — | hot water bottles for cats | 170 |
| small hot water bottles | — | hot water bottles small | 260 |
| hot water bottles for cramps | — | hot water bottle for cramps | 2,400 |
| large hot water bottles | — | 2 litre hot water bottles | 140 |
| microwave hot water bottles | — | microwave hot water bottles | 320 |
| hot water bottles with covers | — | covered hot water bottles | 1,600 |
| rubber hot water bottles | — | rubber hot water bottle | 4,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 67 | 18.1% |
| theguardian.com | 60 | 16.2% |
| healthline.com | 52 | 14% |
| medicalnewstoday.com | 28 | 7.5% |
| my-best.com | 18 | 4.9% |
| walmart.com | 12 | 3.2% |
| acog.org | 12 | 3.2% |
| bestreviews.com | 10 | 2.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for hot water bottles?
Over the last 30 days the top brands by AI mention share are: Sänger (16.1%), Frosch (13.9%), Fashy (7.9%), YUYU (7.2%), WUKA (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about hot water bottles?
GEOly estimates ~427 AI queries per month in this category across 12 buyer topics, led by “hot water bottles for pregnancy”.
Which sources do AI engines cite for hot water bottles?
The most-cited domains are: reddit.com, theguardian.com, healthline.com, medicalnewstoday.com, my-best.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.