Category AI Visibility Report
Cotton Balls 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
≈862
Est. AI queries / month
5
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Cotton Balls across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 862 AI queries per month.
- Swisspers leads the AI shelf with 17.3% of brand mentions, followed by Q-tips (13.5%) and Equate (12.6%). The top three hold 43.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “sterile cotton balls” (top keyword “sterilised cotton balls”, ~480 searches/mo).
- AI answers lean on target.com most (43.3% 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 | Swisspers | 243 | 17.3% |
| 2 | Q-tips | 189 | 13.5% |
| 3 | Equate | 177 | 12.6% |
| 4 | Sky Organics | 147 | 10.5% |
| 5 | Cliganic | 126 | 9% |
| 6 | Medline | 83 | 5.9% |
| 7 | up & up | 76 | 5.4% |
| 8 | Ulta | 67 | 4.8% |
| 9 | Organyc | 59 | 4.2% |
| 10 | Curad | 57 | 4.1% |
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 |
|---|---|---|---|
| sterile cotton balls | ≈862 | sterilised cotton balls | 480 |
| jumbo cotton balls | — | jumbo cotton balls | 590 |
| organic cotton balls | — | organic cotton balls | 1,300 |
| hypoallergenic cotton balls | — | hypoallergenic cotton balls | 1,300 |
| cotton balls for crafts | — | crafts with cotton balls | 720 |
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 | 103 | 43.3% |
| walmart.com | 34 | 14.3% |
| cliganic.com | 22 | 9.2% |
| uscotton.com | 15 | 6.3% |
| reddit.com | 13 | 5.5% |
| curad.com | 10 | 4.2% |
| nykaa.com | 9 | 3.8% |
| medlineplus.gov | 7 | 2.9% |
Related category reports
FAQ
Which brands do AI assistants recommend most for cotton balls?
Over the last 30 days the top brands by AI mention share are: Swisspers (17.3%), Q-tips (13.5%), Equate (12.6%), Sky Organics (10.5%), Cliganic (9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about cotton balls?
GEOly estimates ~862 AI queries per month in this category across 5 buyer topics, led by “sterile cotton balls”.
Which sources do AI engines cite for cotton balls?
The most-cited domains are: target.com, walmart.com, cliganic.com, uscotton.com, reddit.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.