Stack Exchange threads name the exact problem. Scrape the answers for angles.
Adlicio reads the questions and answers under any public Stack Exchange thread and ranks them into ad angles, each backed by the verbatim thread quotes.
★ 4.5 on the Chrome Web Store · no card needed
“Spent two days on this and the docs are useless.”
“The accepted answer breaks on the latest version, use X instead.”
“Works, but feels hacky. There must be a cleaner way.”
People burn days on hacks because the official docs fall short
“There must be a cleaner way.” For everyone tired of the workaround.
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 does the Stack Exchange scraper work?
- 01Paste a Stack Exchange question URL
Any public question on Stack Overflow or any Stack Exchange site. No API key, no code.
- 02Adlicio reads the answers and comments
It clusters the accepted fixes, the debates, and the pain behind the question in about 60 seconds.
- 03You get ranked angles
Each with a hook line and the answer quotes behind it, ready for Claude or ChatGPT.
The honest limits: Adlicio only reads what is already public, and it never posts, votes, or messages on your behalf.
“Really user-friendly for pulling comments from a thread, and the files it spits out are perfectly formatted, no messy cleanup needed.”
Stack Exchange scraper 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.
Full guide: how to scrape Stack Exchange answers →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.
Go deeper on Stack Exchange
More scrapers
See all scrapersCompare toolsSee pricing
Turn Stack Exchange comments into one testable angle.
Start with one public page. Adlicio returns the angle, hook, and proof to try next.