Capalyze – Natural language data analysis

I’m one of the developers behind https://capalyze.ai, an AI-powered tool that helps small teams analyze their data using natural language — no code, no templates.

The idea came from conversations with indie e-commerce sellers and creators who had _tons_ of data (spreadsheets, reviews, exports from marketplaces) but lacked the time or tooling to make sense of it.

With Capalyze, you can:

1. Ask questions like _"What are the most common complaints in these reviews?"

2. Paste or upload product data and get a summary of pricing trends

3. Generate charts, compare columns, or extract keywords — just by asking

It works best with your own datasets right now (CSV, Excel, etc.). Web scraping isn’t live yet— we’re actively building it, and you can follow our updates if that’s important to you.

We’ve tested it with early users in e-commerce, real estate, and content — and the feedback has been super helpful. One user called it “ChatGPT with a purpose.”

We’d really appreciate feedback from the HN community:

1. Is the interface intuitive?

2. Are the responses helpful and explainable?

3. What would make this more useful for you?

Here’s the link: https://capalyze.ai Happy to answer questions and chat more about how we built it (multi-model backend with OpenAI, Claude, DeepSeek, plus a simple orchestration layer).

Thanks!