Steam reviews are the most honest product feedback on the internet. Mine them for angles.
Steam reviews are written by players who have put real hours in, the mechanics that hooked them, the bugs that broke it, the reason they would or wouldn't recommend it. Adlicio reads the reviews on any public Steam page and ranks the patterns into structured ad angles, each tagged with the tension, the objection, and a candidate hook line. No API key, no code.
Browser-based. No Steam API. Your first brief in 60 seconds.
Why Steam reviews are worth mining
Steam is where players review games the way they actually experienced them, hundreds of hours in, blunt about what works and what doesn't, and tagged with whether they recommend it at all. For anyone marketing a game or a player-facing product, the recurring themes in those reviews are a plain map of what earns a recommendation and what quietly kills one.
The catch is volume and structure: a popular title has thousands of reviews and no easy way to read across them. Adlicio reads the public reviews on a Steam page and runs them through the same angle engine as the rest of the platform, clustering the praise and the complaints and ranking them into a brief, the hooks that land and the doubts to answer, with the verbatim quotes underneath.
What you can do with Steam reviews
- Pull the recommended reviews to find the features players rave about, then lead your store page and ads with the same language.
- Mine the not-recommended reviews for the recurring complaints, the friction and bugs costing you wishlists, and answer them up front.
- Lift the verbatim phrases players use to describe the feeling of playing to write copy that sounds like a player, not a press release.
- Compare reviews across competing titles in your genre to position against the category's weak spots.
Steam scraper FAQ
Does this use the Steam API?
No. Adlicio reads publicly visible reviews on a Steam page, the same content any visitor sees, with no API key and no code.
What can it pull from Steam?
The public reviews on a game or product page, the text and the recommended or not-recommended verdict, which feed the same angle engine used for every other source.
Can it read a title with thousands of reviews?
Yes. Adlicio reads across the public reviews rather than the handful shown at the top, so a single run reflects the whole picture rather than the most recent few.
Is scraping Steam reviews allowed?
Adlicio reads publicly visible reviews and takes no action on your behalf, it doesn't post, vote, or award. It reads what's already public, just across far more reviews at once.
What do I actually get back?
A structured brief: the recurring praise and complaints ranked by frequency, the angles each supports, and the verbatim Steam quotes behind them, ready to test as ad copy or drop into Claude or ChatGPT.
Turn Steam reviews into your next ad angle.
Get started free. No credit card. Mine Steam 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