Category AI Visibility Report
Maternity Sleepwear 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
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Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Maternity Sleepwear across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Kindred Bravely leads the AI shelf with 21.4% of brand mentions, followed by Quince (17.1%) and Ekouaer (5.5%). The top three hold 44% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Maternity sleepwear for nursing” (top keyword “nursing pajamas”, ~2,900 searches/mo).
- AI answers lean on thebump.com most (32.9% 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 | 722 | 21.4% |
| 2 | Quince | 577 | 17.1% |
| 3 | Ekouaer | 184 | 5.5% |
| 4 | Motherhood | 176 | 5.2% |
| 5 | LAKE | 116 | 3.4% |
| 6 | Old Navy | 101 | 3% |
| 7 | Ingrid & Isabel | 100 | 3% |
| 8 | Hatch | 95 | 2.8% |
| 9 | Angel Maternity | 63 | 1.9% |
| 10 | Nom Maternity | 60 | 1.8% |
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 |
|---|---|---|---|
| Maternity sleepwear for nursing | — | nursing pajamas | 2,900 |
| Maternity sleepwear nightgowns | — | women sleeping gown | 1,600 |
| Maternity sleepwear onesies | — | sleeper pajamas | 1,600 |
| Maternity sleepwear with sleep bras | — | sleep bras for women | 590 |
| Maternity sleep shirts | — | sleep shirts for women | 5,400 |
| Cooling maternity sleepwear | — | best pajamas for night sweats | 720 |
| Comfortable maternity sleepwear | — | comfort pajamas | 9,900 |
| Maternity sleepwear shorts | — | women sleep shorts | 2,900 |
| Maternity sleepwear pajama sets | — | maternity pajama set | 2,900 |
| Maternity sleepwear for hospital | — | maternity pajamas for hospital | 880 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| thebump.com | 200 | 32.9% |
| babylist.com | 179 | 29.4% |
| reddit.com | 115 | 18.9% |
| macys.com | 16 | 2.6% |
| businessinsider.com | 14 | 2.3% |
| kindredbravely.com | 11 | 1.8% |
| sleepfoundation.org | 10 | 1.6% |
| forbes.com | 10 | 1.6% |
FAQ
Which brands do AI assistants recommend most for maternity sleepwear?
Over the last 30 days the top brands by AI mention share are: Kindred Bravely (21.4%), Quince (17.1%), Ekouaer (5.5%), Motherhood (5.2%), LAKE (3.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about maternity sleepwear?
GEOly estimates ~0 AI queries per month in this category across 10 buyer topics, led by “Maternity sleepwear for nursing”.
Which sources do AI engines cite for maternity sleepwear?
The most-cited domains are: thebump.com, babylist.com, reddit.com, macys.com, businessinsider.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.