AI visibility in Baby & Toddler (United States)
63% of 30 Baby & Toddler category terms show an AI Overview in United States. See which sources it cites, which Shopify stores make it in, and which collection pages get cited.
Based on 30 Baby & Toddler category terms we measure in United States, each recorded once (latest 2026/09/28). AI Overviews vary by user and time; these pages show what Google returned then, not a complete count. How we measure
Who gets cited
Cited sources by kind across the measured terms that showed an AI Overview. "Directory stores" are Shopify stores we index; retailers outside the directory may also run Shopify.
- Shopify store 11%
- Retailer 14%
- Marketplace 6%
- Video 25%
- Social 1%
- Reference 20%
- Publisher 8%
- Other 13%
Most-cited sources
| Source | Kind | Citations | Terms | DR |
|---|---|---|---|---|
| youtube.com | Video | 21 | 11 | 70+ |
| en.wikipedia.org | Reference | 6 | 6 | 70+ |
| nytimes.com | Publisher | 3 | 3 | 70+ |
| target.com | Marketplace | 3 | 3 | 70+ |
| babylist.com | Retailer | 2 | 2 | 70+ |
| healthyeatingresearch.org | Other | 2 | 2 | 70+ |
| merriam-webster.com | Reference | 2 | 2 | 70+ |
| britannica.com | Reference | 2 | 1 | 70+ |
| walmart.com | Marketplace | 2 | 1 | 70+ |
| momcozy.com | Shopify store | 1 | 1 | 70+ |
| fathercraft.com | Retailer | 1 | 1 | 30–49 |
| pipettebaby.com | Shopify store | 1 | 1 | 50–69 |
| my.clevelandclinic.org | Other | 1 | 1 | 70+ |
| hopkinsmedicine.org | Retailer | 1 | 1 | 70+ |
| nanobebe.com | Shopify store | 1 | 1 | 30–49 |
| drbrownsbaby.com | Shopify store | 1 | 1 | 50–69 |
| halosleep.com | Shopify store | 1 | 1 | 50–69 |
| consumerreports.org | Other | 1 | 1 | 70+ |
| gracobaby.com | Retailer | 1 | 1 | 70+ |
| thebump.com | Retailer | 1 | 1 | 70+ |
| newtonbaby.com | Shopify store | 1 | 1 | 50–69 |
| feedingamerica.org | Retailer | 1 | 1 | 70+ |
| who.int | Other | 1 | 1 | 70+ |
| cdc.gov | Reference | 1 | 1 | 70+ |
| dictionary.com | Reference | 1 | 1 | 70+ |
Shopify stores cited
| Store | Citations | Terms | DR | Visits / mo |
|---|---|---|---|---|
| momcozymomcozy.com | 1 | 1 | 70+ | 1.8M |
| Pipettepipettebaby.com | 1 | 1 | 50–69 | 44.6K |
| Nanobébénanobebe.com | 1 | 1 | 30–49 | 20.1K |
| Dr. Brown'sdrbrownsbaby.com | 1 | 1 | 50–69 | 138.8K |
| Halo x aden + anaishalosleep.com | 1 | 1 | 50–69 | 223.7K |
| Newton Babynewtonbaby.com | 1 | 1 | 50–69 | 620.4K |
| Bibsworld store USus.bibsworld.com | 1 | 1 | 50–69 | 14.6K |
| Upseattheupseat.com | 1 | 1 | 30–49 | 66.9K |
| Delta Childrendeltachildren.com | 1 | 1 | 50–69 | 265.6K |
Collection pages cited
The collection pages AI Overviews cite for these terms, with what they look like — the pages to learn from. Words and product counts are read from the page; 0 means the page could not be parsed.
| Page | Citations | Words | Products | FAQ | DR |
|---|---|---|---|---|---|
| Cambridge Dictionarydictionary.cambridge.org · formula | 1 | 1262 | 0 | No | 70+ |
| Fathercraft.comfathercraft.com · baby monitors | 1 | 6568 | 2 | Yes | 30–49 |
| Momcozymomcozy · baby monitors | 1 | 3114 | 48 | Yes | 70+ |
| BIBSBibsworld store US · pacifiers | 1 | 1153 | 40 | Yes | 50–69 |
| BabyGearLabbabygearlab.com · strollers | 1 | 9026 | 0 | No | 50–69 |
| Delta ChildrenDelta Children · toddler beds | 1 | 3 | 236 | No | 50–69 |
| Graco Babygracobaby.com · car seats | 1 | 601 | 0 | Yes | 70+ |
| www.halosleep.comHalo x aden + anais · bassinets | 1 | 406 | 15 | No | 50–69 |
| Johns Hopkins Medicinehopkinsmedicine.org · baby feeding | 1 | 1350 | 0 | No | 70+ |
| Newton BabyNewton Baby · cribs | 1 | 1508 | 36 | Yes | 50–69 |
| PipettePipette · baby products | 1 | 526 | 16 | No | 50–69 |
| Ready.govready.gov · home safety | 1 | 471 | 0 | No | 70+ |
| How to identify different types of pigeons and dovesrspb.org.uk · pigeon | 1 | 1380 | 0 | No | 70+ |
| Potty Training Your Childseattlechildrens.org · potty training | 1 | 1159 | 0 | No | 70+ |
| The Bumpthebump.com · cribs | 1 | 3733 | 7 | No | 70+ |
| Byewhattoexpect.com · potty training | 1 | 2452 | 0 | Yes | 70+ |
| Babylistbabylist.com · baby products | 1 | 0 | 0 | No | 70+ |
| Babylistbabylist.com · pacifiers | 1 | 0 | 0 | No | 70+ |
Terms
The vertical's category terms by demand, whether their search results show an AI Overview, and how many sources and Shopify stores are cited.
| Term | Demand | AI Overview (when recorded) | Citations | Stores cited |
|---|---|---|---|---|
| pigeon | 10k–100k | Yes | 10 | 0 |
| diapers | 10k–100k | Yes | 2 | 0 |
| diaper bag | 10k–100k | No | 0 | 0 |
| baby monitors | 10k–100k | Yes | 3 | 1 |
| baby bottles | 10k–100k | Yes | 3 | 2 |
| formula | 10k–100k | Yes | 4 | 0 |
| potty training | 10k–100k | Yes | 7 | 1 |
| car seats | 10k–100k | Yes | 2 | 0 |
| strollers | 10k–100k | Yes | 3 | 0 |
| cribs | 10k–100k | Yes | 3 | 1 |
| toddler beds | 1k–10k | Yes | 4 | 1 |
| nursery decor | 1k–10k | Yes | 0 | 0 |
| pacifiers | 1k–10k | Yes | 4 | 1 |
| baby furniture | 1k–10k | No | 0 | 0 |
| baby products | 1k–10k | Yes | 2 | 1 |
| nursery furniture | 1k–10k | No | 0 | 0 |
| booster seats | 1k–10k | No | 0 | 0 |
| high chairs | 1k–10k | No | 0 | 0 |
| home safety | 1k–10k | Yes | 6 | 0 |
| feeding | 1k–10k | Yes | 6 | 0 |
| bassinets | 1k–10k | Yes | 5 | 1 |
| baby carriers | 1k–10k | Yes | 2 | 0 |
| mobiles | 1k–10k | No | 0 | 0 |
| teethers | 1k–10k | No | 0 | 0 |
| changing tables | 1k–10k | No | 0 | 0 |
| play mats | 1k–10k | No | 0 | 0 |
| stroller accessories | 1k–10k | No | 0 | 0 |
| baby feeding | 1k–10k | Yes | 3 | 0 |
| rockers | 1k–10k | No | 0 | 0 |
| jack n jill | 1k–10k | Yes | 2 | 0 |
How this is built: for every category term in the vertical that at least ten Shopify stores have a collection page for, we record the Google search results in this market and the sources its AI Overview cites. Cited collection pages are read for their word count, product grid and FAQ. Domain Rating by Ahrefs; exact values for signed-in users, bands otherwise.
Computed 2026/11/02. Recomputed nightly. Domain ratings are shown as bands.
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