YouTube comments are where buyers go deep. Scrape them for angles.
Adlicio reads the comments on any public YouTube video and ranks the recurring questions and reactions into ad angles, each with a hook line and the verbatim quotes behind it.
“Does this actually work on curly hair or just straight?”
Reply · 212 likes
“Bought it after this video, honestly wish I did sooner.”
Reply · 89 likes
“Nobody mentions how loud it is, drove me nuts.”
Reply · 156 likes
→↓
What you get back
Angle 01
Fit doubt
Buyers ask whether it works for their case before they trust it
“Wish I bought it sooner.” What viewers say once the doubts clear.
Backed by verbatim quotes
Comments under a product review or how-to are some of the most considered customer voice online, written by people who watched ten minutes and then said what they think. Adlicio reads the comments on any public video and clusters the recurring questions and reactions into ranked angles, the objections to disarm and the use cases to feature.
Use cases
What can you do with YouTube comments?
01
Scrape a competitor review's comments for the objections viewers raise after watching.
02
Mine tutorial comments for the real use cases and frustrations your buyers have.
03
Capture the high-intent questions people ask, then answer them in your ads.
04
Build an angle bank from buyers who research before they purchase.
How it works
How does the YouTube scraper work?
01
Paste a YouTube video URL
Any public video, yours or a competitor's. No YouTube API, no code.
02
Adlicio reads the comments
It clusters the questions, the timestamps people quote, and the objections buried in replies in about 60 seconds.
03
You get ranked angles
Each with a hook line and the comment quotes behind it, ready for Claude or ChatGPT.
youtube.com
What Adlicio reads on YouTube
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.”
Alfon Labadan, Chrome Web Store review
FAQ
YouTube scraper FAQ
Does this use the YouTube Data API?+
No. Adlicio reads public comments through your own browser session, no API key and no daily quota to run out of.