Category AI Visibility Report
Breast Pumps 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
≈20,618
Est. AI queries / month
39
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 39 buyer topics in Breast Pumps across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 20,618 AI queries per month.
- Spectra leads the AI shelf with 18.1% of brand mentions, followed by Medela (16.3%) and Momcozy (14.4%). The top three hold 48.8% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Breast pumps with Medicaid” (top keyword “breast pumps with medicaid”, ~2,400 searches/mo).
- AI answers lean on reddit.com most (14.8% 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 | Spectra | 6,446 | 18.1% |
| 2 | Medela | 5,808 | 16.3% |
| 3 | Momcozy | 5,109 | 14.4% |
| 4 | Elvie | 4,607 | 13% |
| 5 | Willow | 2,656 | 7.5% |
| 6 | eufy | 2,044 | 5.7% |
| 7 | Lansinoh | 1,993 | 5.6% |
| 8 | Motif | 1,550 | 4.4% |
| 9 | Philips | 828 | 2.3% |
| 10 | BabyBuddha | 738 | 2.1% |
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 |
|---|---|---|---|
| Breast pumps with Medicaid | ≈4,139 | breast pumps with medicaid | 2,400 |
| Rental breast pumps | ≈3,777 | rental breast pumps | 1,600 |
| Affordable breast pumps | ≈3,545 | affordable breast pumps | 2,400 |
| Tricare breast pumps | ≈3,491 | tricare breast pumps | 1,900 |
| Breast pumps with TRICARE | ≈2,686 | tricare breast pumps | 1,900 |
| tire-laits pour conservation et stérilisation | ≈1,089 | tire lait et conservation | 210 |
| tire-laits double pompage | ≈1,080 | tire-lait double pompage | 210 |
| cordless breast pumps | ≈273 | breast pumps cordless | 390 |
| closed system breast pumps | ≈270 | closed system breast pumps | 30 |
| breast pumps for large breasts | ≈268 | best breast pumps for large breasts | 170 |
| tire-laits électriques | — | tire lait electrique | 8,100 |
| wearable breast pumps | — | elvie breast pump | 5,400 |
| Breast pumps covered by specific insurers | — | edgepark medical breast pumps | 4,400 |
| Electric breast pumps | — | breast pumps | 90,500 |
| Best breast pumps | — | breast pumps | 90,500 |
| Elektrische milchpumpen | — | milchpumpen elektrisch | 12,100 |
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 | 1,355 | 14.8% |
| babylist.com | 611 | 6.7% |
| youtube.com | 549 | 6% |
| aeroflowbreastpumps.com | 499 | 5.4% |
| thebump.com | 472 | 5.1% |
| nytimes.com | 398 | 4.3% |
| forbes.com | 369 | 4% |
| pumpsformom.com | 297 | 3.2% |
FAQ
Which brands do AI assistants recommend most for breast pumps?
Over the last 30 days the top brands by AI mention share are: Spectra (18.1%), Medela (16.3%), Momcozy (14.4%), Elvie (13%), Willow (7.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about breast pumps?
GEOly estimates ~20,618 AI queries per month in this category across 39 buyer topics, led by “Breast pumps with Medicaid”.
Which sources do AI engines cite for breast pumps?
The most-cited domains are: reddit.com, babylist.com, youtube.com, aeroflowbreastpumps.com, thebump.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.