Category AI Visibility Report
Pregnancy Panties 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
≈10,955
Est. AI queries / month
16
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 16 buyer topics in Pregnancy Panties across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 10,955 AI queries per month.
- Kindred Bravely leads the AI shelf with 8.2% of brand mentions, followed by Always (8%) and Frida Mom (6.6%). The top three hold 22.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Seamless pregnancy panties” (top keyword “seamless panties”, ~4,400 searches/mo).
- AI answers lean on reddit.com most (25.7% 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 | 433 | 8.2% |
| 2 | Always | 424 | 8% |
| 3 | Frida Mom | 349 | 6.6% |
| 4 | Ingrid & Isabel | 278 | 5.3% |
| 5 | Bodily | 238 | 4.5% |
| 6 | Depend | 225 | 4.3% |
| 7 | SKIMS | 197 | 3.7% |
| 8 | Motherhood | 179 | 3.4% |
| 9 | Quince | 175 | 3.3% |
| 10 | BABYGO | 118 | 2.2% |
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 |
|---|---|---|---|
| Seamless pregnancy panties | ≈3,934 | seamless panties | 4,400 |
| Plus-size pregnancy panties | ≈3,538 | plus size panties | 2,900 |
| High-waisted pregnancy panties | ≈3,483 | high-waisted briefs | 2,400 |
| Disposable pregnancy panties | — | disposable period underwear | 9,900 |
| Thong pregnancy panties | — | thongs for women | 18,100 |
| Period absorption pregnancy panties | — | period panties | 40,500 |
| thong pregnancy panties | — | thong | 49,500 |
| Cotton pregnancy panties | — | cotton thongs | 14,800 |
| Boyshort pregnancy panties | — | women's boxer briefs underwear | 6,600 |
| Maternity-specific pregnancy panties | — | maternity underwear | 9,900 |
| maternity pregnancy panties | — | maternity underwear | 2,900 |
| Postpartum pregnancy panties | — | postpartum underwear | 8,100 |
| disposable postpartum pregnancy panties | — | disposable postpartum underwear | 1,300 |
| Incontinence pregnancy panties | — | disposable incontinence underwear | 5,400 |
| Schwangerschaftsslips | — | umstandsunterwäsche | 590 |
| Luxury material pregnancy panties | — | satin panties | 8,100 |
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 | 279 | 25.7% |
| babylist.com | 171 | 15.8% |
| thebump.com | 147 | 13.6% |
| goodhousekeeping.com | 79 | 7.3% |
| acog.org | 27 | 2.5% |
| forbes.com | 26 | 2.4% |
| target.com | 26 | 2.4% |
| kindredbravely.com | 24 | 2.2% |
FAQ
Which brands do AI assistants recommend most for pregnancy panties?
Over the last 30 days the top brands by AI mention share are: Kindred Bravely (8.2%), Always (8%), Frida Mom (6.6%), Ingrid & Isabel (5.3%), Bodily (4.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about pregnancy panties?
GEOly estimates ~10,955 AI queries per month in this category across 16 buyer topics, led by “Seamless pregnancy panties”.
Which sources do AI engines cite for pregnancy panties?
The most-cited domains are: reddit.com, babylist.com, thebump.com, goodhousekeeping.com, acog.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.