Scrape real data from websites in real-time into Univers (our spreadsheet engine with 27.5k stars on GitHub!). Ask questions, visualize with interactive tables & charts, and then slice, dice, and export — all in one place.
Love the approach of leveraging a specialized spreadsheet agent orchestration system to tackle the complexities of data scraping and analysis. The focus on eliminating AI hallucinations by providing traceable, real-world data is a massive win for any datavore. This feels like a powerful evolution beyond simple prompt-to-answer models.
How are you handling more complex, multi-step queries that require chaining different agents, like scraping data and performing a sentiment analysis on a specific subset of that data? @wbfsa
About Capalyze on Product Hunt
“ChatGPT for datavores: scrape → ask → visualize”
Capalyze launched on Product Hunt on September 17th, 2025 and earned 827 upvotes and 268 comments, earning #1 Product of the Day. Scrape real data from websites in real-time into Univers (our spreadsheet engine with 27.5k stars on GitHub!). Ask questions, visualize with interactive tables & charts, and then slice, dice, and export — all in one place.
On the analytics side, Capalyze competes within Spreadsheets, Artificial Intelligence and Data Visualization — topics that collectively have 494.4k followers on Product Hunt. The dashboard above tracks how Capalyze performed against the three products that launched closest to it on the same day.
Who hunted Capalyze?
Capalyze was hunted by Chris Messina. 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.
Chris Messina
Love the approach of leveraging a specialized spreadsheet agent orchestration system to tackle the complexities of data scraping and analysis. The focus on eliminating AI hallucinations by providing traceable, real-world data is a massive win for any datavore. This feels like a powerful evolution beyond simple prompt-to-answer models.
How are you handling more complex, multi-step queries that require chaining different agents, like scraping data and performing a sentiment analysis on a specific subset of that data?
@wbfsa