Category AI Visibility Report
Nursing 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
≈8,076
Est. AI queries / month
31
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 31 buyer topics in Nursing Bras across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,076 AI queries per month.
- Kindred Bravely leads the AI shelf with 12.4% of brand mentions, followed by Hotmilk (9.3%) and Cake Maternity (6.4%). The top three hold 28.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Sleep nursing bras” (top keyword “sleep nursing bras”, ~1,600 searches/mo).
- AI answers lean on reddit.com most (29.7% 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 | Kindred Bravely | 1,568 | 12.4% |
| 2 | Hotmilk | 1,168 | 9.3% |
| 3 | Cake Maternity | 803 | 6.4% |
| 4 | Momcozy | 719 | 5.7% |
| 5 | Anita | 663 | 5.3% |
| 6 | Bravado Designs | 625 | 5% |
| 7 | Elomi | 605 | 4.8% |
| 8 | Panache | 487 | 3.9% |
| 9 | H&M | 437 | 3.5% |
| 10 | Medela | 371 | 2.9% |
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 |
|---|---|---|---|
| Sleep nursing bras | ≈1,861 | sleep nursing bras | 1,600 |
| Organic nursing bras | ≈1,789 | organic cotton nursing bras | 1,600 |
| Underwire nursing bras | ≈1,762 | underwire nursing bras | 1,000 |
| Padded nursing bras | ≈1,680 | nursing bras with padding | 720 |
| still-bhs für die Nacht | ≈493 | bequeme still bhs | 70 |
| wattierte still-bhs | ≈491 | still-bh push-up | 260 |
| nursing bras for large breasts | — | breastfeeding bra for large breasts | 1,000 |
| still-bhs in großen Größen | — | still bhs große größen | 1,300 |
| cotton nursing bras | — | nursing bras cotton | 880 |
| Baumwoll-still-bhs | — | still-bhs baumwolle | 720 |
| still-bhs ohne Bügel | — | still-bh ohne bügel | 1,600 |
| nursing bras for sleeping | — | nursing bras sleep | 480 |
| comfortable nursing bras | — | comfortable nursing bras | 210 |
| underwire nursing bras | — | nursing bras underwire | 390 |
| Comfortable nursing bras | — | comfortable nursing bras | 4,400 |
| Plus size nursing bras | — | plus size maternity | 3,600 |
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 | 631 | 29.7% |
| babylist.com | 219 | 10.3% |
| kindredbravely.com | 155 | 7.3% |
| thebump.com | 136 | 6.4% |
| mumsnet.com | 112 | 5.3% |
| brafinder.com | 108 | 5.1% |
| nbcnews.com | 106 | 5% |
| forbes.com | 97 | 4.6% |
FAQ
Which brands do AI assistants recommend most for nursing bras?
Over the last 30 days the top brands by AI mention share are: Kindred Bravely (12.4%), Hotmilk (9.3%), Cake Maternity (6.4%), Momcozy (5.7%), Anita (5.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about nursing bras?
GEOly estimates ~8,076 AI queries per month in this category across 31 buyer topics, led by “Sleep nursing bras”.
Which sources do AI engines cite for nursing bras?
The most-cited domains are: reddit.com, babylist.com, kindredbravely.com, thebump.com, mumsnet.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.