Answers by Context.dev turns web research into a single API call. Define a task and your desired JSON structure. Answers finds sources, researches the web, and returns structured data with source URLs. Build enrichment pipelines, comparison tools, and research agents without stitching together search, scraping, and LLM calls.
If you’ve built a product that needs information from the web, you know how quickly a simple question turns into a whole engineering project.
Find the right pages, scrape them, feed them into a model, get the output into something your code can actually use.
We wanted to make that one API call.
Today we’re launching /answers. Give it a research task and an example of the JSON you want back. It searches the web, reads relevant pages, and returns structured data with source URLs.
Things like:
“Find this company’s pricing plans and what’s included in each.”
“Does this product support self-hosting?”
“Compare these three tools on pricing and integrations.”
You choose the output fields so the answer fits directly into whatever you’re building. There’s a Fast mode for focused lookups and Ultra for deeper research.
Our goal with Context.dev has always been to make it ridiculously easy to get web data into your products and agents. This is a pretty big step toward that.
Extremely stoked to get it into your hands. Throw a real task at it and tell us where it falls short. I’d love the feedback, especially from the grumpy engineers :)
research task in, json out is exactly the peice agents need. congrats 🎉 whats the typical latency per call?
Great product, by a great team!
i’ve integrated it into my agent loop for product research and outreach, and the output quality is great
About Answers by Context.dev on Product Hunt
“Give it a research task + the JSON shape you want back.”
Answers by Context.dev launched on Product Hunt on September 20th, 2026 and earned 199 upvotes and 3 comments, earning #3 Product of the Day. Answers by Context.dev turns web research into a single API call. Define a task and your desired JSON structure. Answers finds sources, researches the web, and returns structured data with source URLs. Build enrichment pipelines, comparison tools, and research agents without stitching together search, scraping, and LLM calls.
Answers by Context.dev was featured in API (98.7k followers), Developer Tools (520.4k followers) and Artificial Intelligence (479.9k followers) on Product Hunt. Together, these topics include over 222.9k products, making this a competitive space to launch in.
Who hunted Answers by Context.dev?
Answers by Context.dev was hunted by Ely. 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.
Reviews
Answers by Context.dev has received 16 reviews on Product Hunt with an average rating of 4.94/5. Read all reviews on Product Hunt.
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Ely
Hey folks! Yahia here, founder of Context.dev 👋
If you’ve built a product that needs information from the web, you know how quickly a simple question turns into a whole engineering project.
Find the right pages, scrape them, feed them into a model, get the output into something your code can actually use.
We wanted to make that one API call.
Today we’re launching /answers. Give it a research task and an example of the JSON you want back. It searches the web, reads relevant pages, and returns structured data with source URLs.
Things like:
“Find this company’s pricing plans and what’s included in each.”
“Does this product support self-hosting?”
“Compare these three tools on pricing and integrations.”
You choose the output fields so the answer fits directly into whatever you’re building. There’s a Fast mode for focused lookups and Ultra for deeper research.
Our goal with Context.dev has always been to make it ridiculously easy to get web data into your products and agents. This is a pretty big step toward that.
Extremely stoked to get it into your hands. Throw a real task at it and tell us where it falls short. I’d love the feedback, especially from the grumpy engineers :)