Category AI Visibility Report
Pumping Bras 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
≈8,142
Est. AI queries / month
22
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 22 buyer topics in Pumping Bras across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,142 AI queries per month.
- Kindred Bravely leads the AI shelf with 23.2% of brand mentions, followed by Momcozy (18.3%) and Medela (8.7%). The top three hold 50.2% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Plus size pumping bras” (top keyword “bras for plus size women”, ~2,900 searches/mo).
- AI answers lean on reddit.com most (28.1% 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 | Kindred Bravely | 1,616 | 23.2% |
| 2 | Momcozy | 1,272 | 18.3% |
| 3 | Medela | 603 | 8.7% |
| 4 | Larken | 421 | 6% |
| 5 | Simple Wishes | 337 | 4.8% |
| 6 | Davin & Adley | 254 | 3.6% |
| 7 | Bravado Designs | 241 | 3.5% |
| 8 | Bodily | 192 | 2.8% |
| 9 | Lansinoh | 157 | 2.3% |
| 10 | Cake Maternity | 135 | 1.9% |
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 |
|---|---|---|---|
| Plus size pumping bras | ≈2,795 | bras for plus size women | 2,900 |
| Front closure pumping bras | ≈2,727 | front snap bras | 1,300 |
| Wireless pumping bras | ≈2,588 | wireless bras for women | 3,600 |
| Push-up-abpump-bhs | ≈16 | bhs mit gelkissen | 50 |
| trägerlose und klebende abpump-bhs | ≈16 | klebe-bhs dm | 30 |
| Pumping bras for pumping and nursing | — | nursing and pumping bra | 3,600 |
| hands-free pumping bras | — | pumping bra | 1,300 |
| Pumping bras for small busts | — | — | — |
| Pumping bras for pregnancy | — | supportive bra for pregnancy | 6,600 |
| bequeme abpump-bhs | — | bequeme still bhs | 70 |
| Sport-abpump-bhs | — | sport bhs in großen größen | 30 |
| Pumping bras for large breasts | — | supportive bra for breast engorgement | 4,400 |
| Nursing pumping bras | — | seamless nursing bra | 6,600 |
| abpump-bhs für große größen und große cups | — | bhs größe 85 f | 50 |
| Hands-free pumping bras | — | pumping bra | 14,800 |
| Bra fit and size guides | — | bra sizes | 90,500 |
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 | 390 | 28.1% |
| babylist.com | 317 | 22.8% |
| forbes.com | 230 | 16.5% |
| kindredbravely.com | 118 | 8.5% |
| momcozy.com | 88 | 6.3% |
| medela.com | 35 | 2.5% |
| goodhousekeeping.com | 34 | 2.4% |
| thebump.com | 33 | 2.4% |
FAQ
Which brands do AI assistants recommend most for pumping bras?
Over the last 30 days the top brands by AI mention share are: Kindred Bravely (23.2%), Momcozy (18.3%), Medela (8.7%), Larken (6%), Simple Wishes (4.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about pumping bras?
GEOly estimates ~8,142 AI queries per month in this category across 22 buyer topics, led by “Plus size pumping bras”.
Which sources do AI engines cite for pumping bras?
The most-cited domains are: reddit.com, babylist.com, forbes.com, kindredbravely.com, momcozy.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.