CatchAll is a web search API that builds structured datasets from the open web. Submit a query, and it scans thousands of web pages, validates every result, and returns clean, deduplicated records — not a ranked list of links, but a dataset of real-world events, ready for workflows and pipelines.
Hey Product Hunt! Artem here, co-founder of NewsCatcher.
Back in 2020, Maksym and I were data engineers who couldn't find a reliable way to get clean, structured news data — so we built our own infrastructure. Five years later, it powers intelligence workflows at banks, hedge funds, and risk platforms, continuously indexing billions of web pages.
Today we're launching CatchAll — a web search API that builds structured datasets from the open web.
The web is full of real-world events that never get assembled into usable data: which fintechs raised Series A rounds last quarter, which crypto exchanges faced regulatory action this month, which AI companies were acquired this week. CatchAll finds them all, validates every result, and returns a clean deduplicated dataset — not a list of links.
Submit a natural language query and CatchAll retrieves a massive candidate set, filters out noise, and returns structured records ready to pipe into an AI agent, a monitoring workflow, or an analytics pipeline. You can also set up a monitor to re-run any query on a schedule and push fresh results to a webhook automatically.
We're in early days and genuinely here for feedback. Sign up and you'll get 2,000 free credits to start. Share your use case in the comments and we'll 5x them.
About CatchAll by NewsCatcher on Product Hunt
“Build any dataset from the web. Filtered to your criteria.”
CatchAll by NewsCatcher launched on Product Hunt on May 21st, 2026 and earned 110 upvotes and 10 comments, placing #12 on the daily leaderboard. CatchAll is a web search API that builds structured datasets from the open web. Submit a query, and it scans thousands of web pages, validates every result, and returns clean, deduplicated records — not a ranked list of links, but a dataset of real-world events, ready for workflows and pipelines.
CatchAll by NewsCatcher was featured in Developer Tools (512.8k followers), Artificial Intelligence (469.1k followers) and Data & Analytics (5.6k followers) on Product Hunt. Together, these topics include over 166.8k products, making this a competitive space to launch in.
Who hunted CatchAll by NewsCatcher?
CatchAll by NewsCatcher was hunted by Garry Tan. 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.
Want to see how CatchAll by NewsCatcher stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Garry Tan
支持自然语言查询，不需要复杂的语法。还能设置自定义参数（时间范围、语言、地区、域名过滤），我用它专门追踪日本政府官网的新能源政策，精准获取一手信息，排除第三方解读干扰