Category AI Visibility Report
Baby Clothing 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
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Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Baby Clothing across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Burt's Bees Baby leads the AI shelf with 6.7% of brand mentions, followed by Gerber (5.9%) and Carter's (5.8%). The top three hold 18.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Newborn baby clothing” (top keyword “newborn size clothes”, ~40,500 searches/mo).
- AI answers lean on reddit.com most (29.4% 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 | Burt's Bees Baby | 379 | 6.7% |
| 2 | Gerber | 336 | 5.9% |
| 3 | Carter's | 331 | 5.8% |
| 4 | Kyte | 294 | 5.2% |
| 5 | Quince | 291 | 5.1% |
| 6 | Primary | 228 | 4% |
| 7 | Hanna Andersson | 184 | 3.2% |
| 8 | The North Face | 155 | 2.7% |
| 9 | Patagonia | 123 | 2.2% |
| 10 | Perfectly Preemie | 104 | 1.8% |
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 |
|---|---|---|---|
| Newborn baby clothing | — | newborn size clothes | 40,500 |
| Baby boy clothing | — | baby boy clothes | 60,500 |
| Baby girl clothing | — | baby girl clothes | 60,500 |
| Baby swimwear | — | baby swimsuit | 12,100 |
| Baby clothing for winter and cold weather | — | baby snowsuit | 14,800 |
| Preemie baby clothing | — | preemie clothes | 14,800 |
| Baby boutique clothing | — | baby gap | 90,500 |
| Baby clothing for special occasions | — | baby costumes | 22,200 |
| Baby clothing clearance | — | baby clothes sale | 12,100 |
| Organic cotton baby clothing | — | organic baby clothes | 18,100 |
| Baby clothing for sleep | — | baby sleep sack | 74,000 |
| Gender neutral baby clothing | — | baby clothes | 110,000 |
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 | 257 | 29.4% |
| babylist.com | 197 | 22.5% |
| thebump.com | 145 | 16.6% |
| forbes.com | 59 | 6.7% |
| healthychildren.org | 37 | 4.2% |
| target.com | 37 | 4.2% |
| perfectlypreemie.com | 20 | 2.3% |
| parents.com | 18 | 2.1% |
FAQ
Which brands do AI assistants recommend most for baby clothing?
Over the last 30 days the top brands by AI mention share are: Burt's Bees Baby (6.7%), Gerber (5.9%), Carter's (5.8%), Kyte (5.2%), Quince (5.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about baby clothing?
GEOly estimates ~0 AI queries per month in this category across 12 buyer topics, led by “Newborn baby clothing”.
Which sources do AI engines cite for baby clothing?
The most-cited domains are: reddit.com, babylist.com, thebump.com, forbes.com, healthychildren.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.