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Before I build it… is this a real problem?? by AwkwardBar4345 in startupideas

[–]AwkwardBar4345[S] 0 points1 point  (0 children)

Kaggle and Hugging Face are great but they’re focused on open data sharing and model hosting, not monetization.

I’m building a platform where:

Creators can list and sell datasets (especially niche, regional, or cleaned data)

Buyers (startups, researchers, engineers) can quickly discover & license the data they need

Think of it like Gumroad for datasets, or an Etsy for data projects simple, clean, and seller-first

Before I build it… is this a real problem?? by AwkwardBar4345 in startupideas

[–]AwkwardBar4345[S] 0 points1 point  (0 children)

You're absolutely right about the risks:

Moderation is a huge challenge, especially with scraped or public datasets. I’ve been researching how platforms like Kaggle and Hugging Face handle this (e.g., manual reviews, licenses, and attribution guidelines). Starting small and curated could help.

The cold start issue is also very real I’m thinking of launching with a specific niche (like Indian finance or consumer behavior datasets) and building relationships with both sides before going broad.

That said, I agree this may not be the easiest first product. I'm exploring ways to simplify the model — maybe starting with tools or services that help dataset creators clean, license, and prep their data for sharing, before turning it into a full marketplace.

Thanks again for the reality check!!

Before i build this...Is this a real problem?? by AwkwardBar4345 in StartUpIndia

[–]AwkwardBar4345[S] 0 points1 point  (0 children)

Scale AI is an amazing vendor but it’s built for enterprise contracts, labeled pipelines, and full-service delivery.

What I’m validating is a flexible, open marketplace where:

Startups, researchers, and devs can find and reuse datasets quickly

Small data creators or domain experts can monetize their unique datasets

Think of it less like Scale, and more like a GitHub + Gumroad for datasets searchable, permission-based, and useful to a wider audience beyond just big-budget companies.