YouTube comments are where buyers go deep. Mine them for angles.
Under reviews, tutorials, and unboxings, YouTube commenters write thoughtful, high-intent reactions. Adlicio captures comments from any public video and ranks them into structured ad angles.
Browser-based. No YouTube API. Your first brief in 60 seconds.
Why YouTube comments are worth mining
YouTube comments under a product review or how-to are some of the most considered customer voice online, people who watched ten minutes about a product and then wrote what they think. The questions they ask are the objections blocking a purchase; the stories they tell are the use cases your marketing should feature.
Adlicio captures the comments from any public YouTube video through your browser session and runs them through its angle engine, clustering the recurring questions and reactions and ranking them into a brief you can test as copy or feed to Claude.
What you can do with YouTube comments
- Scrape comments under a review of a competitor's product to find the objections viewers raise after seeing it in action.
- Mine tutorial and how-to comments for the real use cases and frustrations your buyers have.
- Capture the high-intent questions people ask after watching, and answer them in your ads.
- Build an angle bank from the language of buyers who research before they purchase.
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.
What can it capture?
Public comments on public videos. You give Adlicio a video URL and it captures the comment thread for analysis.
Which videos are most useful?
Product reviews, comparisons, unboxings, and tutorials in your category, that's where high-intent, considered comments cluster.
Can I combine YouTube with other platforms?
Yes. Pair YouTube with TikTok and Instagram to capture both considered and reactive customer voice in one brief.
What's the output?
A structured brief: recurring sub-audiences, the angles that fit each, and the verbatim quotes behind them.
Turn YouTube comments into your next ad angle.
Get started free. No credit card. Mine YouTube alongside 15+ other platforms in one brief.
Free to start. No credit card.
product URL, competitor, or keyword
- Buyer repeat
- pain stack
- Belief gap
- objection map
- First test
- hook + brief