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Capalyze

ChatGPT for datavores: scrape → ask → visualize

Spreadsheets
Artificial Intelligence
Data Visualization

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.

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I think this is great. I had to design an assignment for undergraduate students I am teaching. The assignment required scraping tweets and then running qualitative analysis on it, and one way of doing that in class was through Capalyze (the other was using python on colab) and they loved it!

Love the concept of combining scraping, querying, and visualization in one flow. Great design and congrats on the launch!

google sign in bug.

Oh, my inner analyst is pleased! Great decision, guys! Have a good flight!

Just spent a bit messing around with Capalyze — pretty cool stuff. Feels like a smart combo of scraping + spreadsheet + visuals all in one place.

What I liked:

I asked a question in plain English, and it built charts + tables without me writing complex formulas.

Scraping live data from websites worked smoothly.

The UI is nice and clean — I didn’t feel lost figuring out where to visualize/export.

What could be tighter:

Would love some quick‑start examples or templates to get going faster.

Sometimes I wondered how trustworthy the scraped data was (source links etc). If those were more visible, that’d increase confidence.

Overall: a neat tool for people who like data stuff but hate slogging through formulas. Definitely impressed.

The agent orchestration approach sounds solid for complex data tasks. We analyze tons of social media metrics for influencer campaigns and always hit walls with traditional tools.

How does the browser extension handle rate limiting on platforms like Instagram or TikTok? Those sites are pretty aggressive about detecting automated activity, even when mimicking human behavior.

The Musk/Altman post analysis is clever - those comment threads are goldmines for understanding tech sentiment trends.

Hey.

I am James, the maker of chat4o.ai

Congrats for the launch! Capalyze is a great product! Good luck for this launch

Hi Leon,

I am Leo, the maker of https://videoweb.ai/

Thanks for sharing Capalyze! It sounds impressive and I’m curious to learn more. How does Capalyze ensure the accuracy of the generated insights, especially when analyzing complex or unstructured data? And is there a way for to verify or trace back the sources used in the analysis?

Looking forward to your reply!

As a data enthusiast, I appreciate how this ChatGPT-based tool handles everything end-to-end: from scraping data, querying it naturally, to instantly visualizing results. Makes experimenting with datasets genuinely fun.