Category AI Visibility Report
Panty Liners 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
≈1,793
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Panty Liners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,793 AI queries per month.
- Always leads the AI shelf with 13.6% of brand mentions, followed by Rael (12.5%) and Cora (11.5%). The top three hold 37.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Hypoallergenic panty liners” (top keyword “hypoallergenic panty liners”, ~1,900 searches/mo).
- AI answers lean on target.com most (31.3% 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 | Always | 403 | 13.6% |
| 2 | Rael | 370 | 12.5% |
| 3 | Cora | 341 | 11.5% |
| 4 | NatraCare | 330 | 11.1% |
| 5 | Carefree | 284 | 9.6% |
| 6 | Organyc | 256 | 8.6% |
| 7 | U by Kotex | 174 | 5.9% |
| 8 | GladRags | 125 | 4.2% |
| 9 | LOLA | 111 | 3.7% |
| 10 | CVS | 58 | 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 |
|---|---|---|---|
| Hypoallergenic panty liners | ≈979 | hypoallergenic panty liners | 1,900 |
| Nontoxic panty liners | ≈814 | honey pot panty liners | 1,300 |
| Thong panty liners | — | thong panty liners | 5,400 |
| Unscented panty liners | — | unscented panty liners | 1,900 |
| Reusable panty liners | — | reusable panty liners | 1,600 |
| Thin panty liners | — | thin panty liners | 1,000 |
| Panty liners with wings | — | winged panty liners | 1,000 |
| Long panty liners | — | long panty liners | 1,000 |
| Organic cotton panty liners | — | organic cotton panty liners | 5,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| target.com | 206 | 31.3% |
| reddit.com | 145 | 22% |
| walmart.com | 59 | 9% |
| natracare.com | 59 | 9% |
| cvs.com | 22 | 3.3% |
| always.com | 19 | 2.9% |
| iherb.com | 17 | 2.6% |
| acog.org | 17 | 2.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for panty liners?
Over the last 30 days the top brands by AI mention share are: Always (13.6%), Rael (12.5%), Cora (11.5%), NatraCare (11.1%), Carefree (9.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about panty liners?
GEOly estimates ~1,793 AI queries per month in this category across 9 buyer topics, led by “Hypoallergenic panty liners”.
Which sources do AI engines cite for panty liners?
The most-cited domains are: target.com, reddit.com, walmart.com, natracare.com, cvs.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.