Can AI improve your odds of finding good childcare?
Marketplace Tech
Marketplace
4.5 • 1.3K Ratings
🗓️ 5 May 2026
⏱️ 9 minutes
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Summary
The startup Winnie is a marketplace for childcare. It works like this: Parents type in the age of their kid and their zip code, then different childcare providers in the area will pop up. You can also filter by languages spoken, and whether you want a childcare center or home-based daycare or another option. It's free for parents to use.
But the company was founded back in 2016, when AI search wasn’t really a thing. And Winnie’s CEO and co-founder Sara Mauskopf says parents now want to be able to describe what they're looking for in natural language. So, Winnie has had to adapt. It's just released an AI-powered search tool.
Marketplace’s Stephanie Hughes spoke with Mauskopf to learn more about their new AI search engine and the challenges of keeping up with the fast-paced AI sector.
Transcript
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| 0:00.0 | When AI moves lightning fast, startups have to anticipate where it's going to strike. |
| 0:07.3 | From American Public Media, this is Marketplace Tech. I'm Stephanie Hughes. |
| 0:20.1 | The startup Winnie is a marketplace for child care. |
| 0:23.6 | The way it works is parents type in the age of their kid and their zip code, |
| 0:27.4 | and then different child care providers in the area will pop up. |
| 0:30.7 | You can also filter by languages spoken, whether you want a child care center or a home-based daycare, that kind of thing. |
| 0:36.9 | It's free for parents to use. |
| 0:39.0 | But the company was founded back in 2016 when AI search wasn't really a thing. And Winnie's CEO and |
| 0:46.1 | co-founder, Sarah Moscoff, says parents now want to be able to describe what they're looking for in |
| 0:51.1 | natural language. So Winnie has had to adapt. It's just released an |
| 0:55.7 | AI-powered search tool. So we're still using all of the really comprehensive data that only Winnie has |
| 1:02.7 | about daycares and preschools, but we are letting the parent type in natural language what they're |
| 1:09.0 | looking for. So an affordable Spanish immersion preschool near |
| 1:13.1 | San Mateo for a three-year-old or whatever it is that matters to them. And then our AI search |
| 1:21.7 | agent can interpret that request, plan the search, so know what our data structure is and what we actually have data on, |
| 1:30.0 | and then return the most relevant programs. So right now, we still do give back a list of results, |
| 1:36.1 | but it's much more relevant, much more filtered to what the user is exactly looking for. |
| 1:42.7 | When were you like, this is something we have to do? |
| 1:45.9 | So I think we started with AI just sort of automating a lot of the processes we did as a |
| 1:55.5 | company. |
| 1:55.9 | So a lot of our back office stuff, we realized we could automate with AI. |
| 2:02.1 | If it was something we did frequently and it was rule-based, AI would do it better. And then we started building AI into the product |
... |
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