Category AI Visibility Report
Nursing & Feeding 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
≈23,143
Est. AI queries / month
29
Buyer topics monitored
43
Brands on the AI shelf
5
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 29 buyer topics in Nursing & Feeding across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 23,143 AI queries per month.
- Munchkin leads the AI shelf with 12.2% of brand mentions, followed by Similac (5.2%) and Gerber (4.5%). The top three hold 21.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Finger food baby food” (top keyword “baby finger foods”, ~5,400 searches/mo).
- AI answers lean on reddit.com most (16.7% 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 | Munchkin | 1,403 | 12.2% |
| 2 | Similac | 593 | 5.2% |
| 3 | Gerber | 520 | 4.5% |
| 4 | Dr. Brown's | 519 | 4.5% |
| 5 | NUK | 460 | 4% |
| 6 | Enfamil | 452 | 3.9% |
| 7 | Burt's Bees Baby | 402 | 3.5% |
| 8 | KeaBabies | 342 | 3% |
| 9 | Happy Baby | 333 | 2.9% |
| 10 | Philips | 332 | 2.9% |
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 |
|---|---|---|---|
| Finger food baby food | ≈5,889 | baby finger foods | 5,400 |
| Baby food pouches | ≈5,635 | baby food pouches | 8,100 |
| Ready-to-feed baby formula | ≈4,245 | ready to feed formula | 3,600 |
| Baby formula for spit up | ≈4,014 | infant spitting up formula | 2,400 |
| hard spout sippy cups | ≈855 | hard spout sippy cups | 590 |
| flannel burp cloths | ≈842 | flannel burp cloths | 390 |
| plastic sippy cups | ≈838 | plastic sippy cups | 320 |
| personalized burp cloths | ≈825 | custom burp cloths | 320 |
| baby feeding bowls | — | infant bowls | 1,600 |
| Stage 1 baby food | — | first food for infants | 9,900 |
| Baby cereal baby food | — | baby cereal | 33,100 |
| Organic baby food | — | organic baby food | 40,500 |
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 | 407 | 16.7% |
| healthychildren.org | 393 | 16.1% |
| babylist.com | 359 | 14.7% |
| babygearlab.com | 298 | 12.2% |
| cdc.gov | 158 | 6.5% |
| fda.gov | 101 | 4.1% |
| consumerreports.org | 74 | 3% |
| parents.com | 72 | 3% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Baby Food | ≈11,524 | 6 | Happy Baby |
| Baby Formula | ≈8,259 | 6 | Similac |
| Sippy Cups | ≈1,693 | 9 | Munchkin |
| Burp Cloths | ≈1,667 | 7 | Burt's Bees Baby |
| Baby Feeding Bowls | — | 1 | WeeSprout |
FAQ
Which brands do AI assistants recommend most for nursing & feeding?
Over the last 30 days the top brands by AI mention share are: Munchkin (12.2%), Similac (5.2%), Gerber (4.5%), Dr. Brown's (4.5%), NUK (4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about nursing & feeding?
GEOly estimates ~23,143 AI queries per month in this category across 29 buyer topics, led by “Finger food baby food”.
Which sources do AI engines cite for nursing & feeding?
The most-cited domains are: reddit.com, healthychildren.org, babylist.com, babygearlab.com, cdc.gov. 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.