Category AI Visibility Report
Diapering 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
≈47,741
Est. AI queries / month
15
Buyer topics monitored
27
Brands on the AI shelf
3
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 15 buyer topics in Diapering across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 47,741 AI queries per month.
- Pampers leads the AI shelf with 10.7% of brand mentions, followed by Ubbi (10.1%) and Huggies (10.1%). The top three hold 30.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “disposable diapers” (top keyword “disposable diapers”, ~27,100 searches/mo).
- AI answers lean on reddit.com most (28.7% 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 | Pampers | 823 | 10.7% |
| 2 | Ubbi | 780 | 10.1% |
| 3 | Huggies | 778 | 10.1% |
| 4 | Munchkin | 729 | 9.5% |
| 5 | Diaper Genie | 449 | 5.8% |
| 6 | DEKOR | 404 | 5.3% |
| 7 | Coterie | 308 | 4% |
| 8 | Millie Moon | 255 | 3.3% |
| 9 | Janibell Akord | 187 | 2.4% |
| 10 | Skip Hop | 182 | 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 |
|---|---|---|---|
| disposable diapers | ≈27,795 | disposable diapers | 27,100 |
| pull-up diapers | ≈18,813 | pull ups diapers | 14,800 |
| diaper pails with regular trash bags | ≈1,133 | diaper pails that take regular trash bags | 110 |
| disposable changing pads | — | walmart disposable changing pads | 20 |
| changing pads for changing tables | — | changing table pads and covers | 40 |
| best changing pads | — | diaper changing pads walmart | 40 |
| diaper pails for adults | — | diaper genie for adults | 1,600 |
| diaper pails for cloth diapers | — | diaper pail for cloth diapers | 1,000 |
| hands-free diaper pails | — | hands-free diaper pail | 2,400 |
| best diaper pails | — | diaper pail | 27,100 |
| infant diapers | — | diapers for infants | 60,500 |
| hypoallergenic diapers | — | hypoallergenic diapers | 60,500 |
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 | 443 | 28.7% |
| babylist.com | 338 | 21.9% |
| babygearlab.com | 198 | 12.8% |
| consumerreports.org | 92 | 6% |
| goodhousekeeping.com | 79 | 5.1% |
| forbes.com | 79 | 5.1% |
| pampers.com | 32 | 2.1% |
| parents.com | 27 | 1.8% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Diapers | ≈46,608 | 7 | Pampers |
| Diaper Pails | ≈1,133 | 5 | Ubbi |
| Changing Pads | — | 3 | Skip Hop |
FAQ
Which brands do AI assistants recommend most for diapering?
Over the last 30 days the top brands by AI mention share are: Pampers (10.7%), Ubbi (10.1%), Huggies (10.1%), Munchkin (9.5%), Diaper Genie (5.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about diapering?
GEOly estimates ~47,741 AI queries per month in this category across 15 buyer topics, led by “disposable diapers”.
Which sources do AI engines cite for diapering?
The most-cited domains are: reddit.com, babylist.com, babygearlab.com, consumerreports.org, 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.