---
title: "Stack Exchange Scraper for Ad Research"
description: "Scrape Stack Exchange questions and answers from any thread and turn them into ad angles built on the exact problems people are trying to solve."
canonical: https://tryadlicio.com/scrapers/stack-exchange-scraper
---

# Stack Exchange Scraper for Ad Research

Scrape Stack Exchange questions and answers from any thread and turn them into ad angles built on the exact problems people are trying to solve.

Across Stack Overflow and its sister sites, a Stack Exchange question is a pain point written out in detail, and the answers are the workarounds and tools people actually reach for. Adlicio reads across those threads and surfaces the friction your product removes and the alternatives you are up against.

## What can you do with Stack Exchange comments?

- Scrape category questions for the exact problem people are stuck on.
- Pull accepted answers to name the alternatives people reach for.
- Lift verbatim problem language into copy that proves you get it.
- Build a friction bank from the most-upvoted questions in your niche.

## How to do it with Adlicio

1. **Paste a Stack Exchange question URL**: Any public question on Stack Overflow or any Stack Exchange site. No API key, no code.
2. **Adlicio reads the answers and comments**: It clusters the accepted fixes, the debates, and the pain behind the question in about 60 seconds.
3. **You get ranked angles**: Each with a hook line and the answer quotes behind it, ready for Claude or ChatGPT.

## FAQ

### Does this need the Stack Exchange API?

No. Adlicio reads the publicly visible questions and answers on a thread, the same content any visitor sees. No setup, no code.

### What can it pull from Stack Exchange?

The public question and its answers on a thread, the text and the votes where shown, which feed the same angle engine used for every other source.

### How is this different from Hacker News?

Hacker News is debate; Stack Exchange is problem and solution. You get the precise pain someone is fixing and the exact workaround they settle on.

### Is scraping Stack Exchange threads allowed?

Adlicio only reads what is already public and takes no action on your behalf. It never posts, votes, or comments.

### What do I actually get back?

Ranked angles: the recurring problems and named workarounds by frequency, a hook line for each, and the verbatim Stack Exchange quotes behind them, ready to test as ad copy or drop into Claude or ChatGPT.

## Links

- This scraper: https://tryadlicio.com/scrapers/stack-exchange-scraper
- All scrapers: https://tryadlicio.com/scrapers
- Pricing: https://tryadlicio.com/pricing
- Start free: https://tryadlicio.com/signup