This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Ecommerce Data API
Amazon product research data, one unified API
An e-commerce data API for Amazon product, keyword, market, sales, review, traffic, and trademark research, supporting developers in building product selection research and automated workflows.
Hey Product Hunt 👋
I built Ecommerce Data API because every Amazon research project I started died in the same place: the plumbing.
Getting product details was one vendor with one auth scheme and one response shape. Sales estimates were another. Keyword data was a third, and it returned nested JSON that looked nothing like the first two. Before writing a single line of actual research logic, I'd burned a week on adapters, retries, and normalizing the same concepts across four dashboards.
So I stopped building features and built the layer underneath them. Ecommerce Data API puts product details, sales estimates, reviews, keyword reverse-lookup, category demand, traffic sources, and trademark checks behind one endpoint family, one auth header, and one response shape. You learn the API once.
Two things I'm particularly happy about:
→ A remote MCP server, so you can point Claude or Cursor at your Amazon data and just ask questions. No glue code, no CSV exports.
→ Instant test requests in the dashboard. You can fire a real call and see the actual payload before you commit to a subscription — I was tired of docs that describe a response you never quite get.
It's aimed at sellers doing product research, analysts building market reports, and developers wiring automation into their own tools.
Would love to hear what data you'd reach for first — and what's missing. I'll be around all day.
About Ecommerce Data API on Product Hunt
“Amazon product research data, one unified API”
Ecommerce Data API was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #157 on the daily leaderboard. An e-commerce data API for Amazon product, keyword, market, sales, review, traffic, and trademark research, supporting developers in building product selection research and automated workflows.
On the analytics side, Ecommerce Data API competes within API, Artificial Intelligence and E-Commerce — topics that collectively have 619.8k followers on Product Hunt. The dashboard above tracks how Ecommerce Data API performed against the three products that launched closest to it on the same day.
Who hunted Ecommerce Data API?
Ecommerce Data API was hunted by Cloudy. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Ecommerce Data API including community comment highlights and product details, visit the product overview.
Cloudy