Category AI Visibility Report
Hot And Cold Packs 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
≈3,016
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Hot And Cold Packs across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,016 AI queries per month.
- Core Products leads the AI shelf with 9.3% of brand mentions, followed by AllSett Health (5.9%) and Lansinoh (5.4%). The top three hold 20.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “microwaveable hot and cold packs” (top keyword “hot cold pack microwave reusable”, ~260 searches/mo).
- AI answers lean on reddit.com most (16.8% 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 | Core Products | 246 | 9.3% |
| 2 | AllSett Health | 155 | 5.9% |
| 3 | Lansinoh | 143 | 5.4% |
| 4 | MUELLER | 142 | 5.4% |
| 5 | FlexiKold | 132 | 5% |
| 6 | TheraICE | 128 | 4.9% |
| 7 | Comfytemp | 108 | 4.1% |
| 8 | TheraPearl | 73 | 2.8% |
| 9 | Frida Mom | 71 | 2.7% |
| 10 | ThermiPaq | 62 | 2.4% |
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 |
|---|---|---|---|
| microwaveable hot and cold packs | ≈1,696 | hot cold pack microwave reusable | 260 |
| hot and cold packs for breastfeeding and postpartum | ≈1,320 | lansinoh hot and cold breast therapy packs | 110 |
| hot and cold packs for injuries | — | ice pack for bruises | 60,500 |
| hot and cold packs for headaches | — | ice pack for headache | 9,900 |
| hot and cold packs for face and skin | — | ice on pimples | 5,400 |
| reusable hot and cold packs | — | reusable ice packs | 22,200 |
| instant hot and cold packs | — | instant cold pack | 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 |
|---|---|---|
| reddit.com | 56 | 16.8% |
| target.com | 34 | 10.2% |
| clevelandclinic.org | 32 | 9.6% |
| babylist.com | 30 | 9% |
| mayoclinic.org | 14 | 4.2% |
| littletonphysicaltherapy.com | 14 | 4.2% |
| intcohealthcare.com | 13 | 3.9% |
| lansinoh.com | 12 | 3.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for hot and cold packs?
Over the last 30 days the top brands by AI mention share are: Core Products (9.3%), AllSett Health (5.9%), Lansinoh (5.4%), MUELLER (5.4%), FlexiKold (5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about hot and cold packs?
GEOly estimates ~3,016 AI queries per month in this category across 7 buyer topics, led by “microwaveable hot and cold packs”.
Which sources do AI engines cite for hot and cold packs?
The most-cited domains are: reddit.com, target.com, clevelandclinic.org, babylist.com, mayoclinic.org. 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.