Yelp's Review Recommendation Software (Why Reviews Get Filtered)
The automated system Yelp uses to decide which reviews show by default and which get hidden.
What it means
Yelp runs every review through automated software that decides whether it's reliable enough to display prominently — reviews it considers less trustworthy (often from users with little activity on the platform) get moved to a "not currently recommended" section rather than deleted outright.
Why it matters
This is a common source of frustration for business owners: a genuine glowing review can get filtered out of view, while the software's logic isn't something Yelp fully discloses, so there's no lever to pull to guarantee a review stays visible.
ask datanephew
Can datanephew tell me why a specific Yelp review got filtered?
Not today, and Yelp support is on datanephew's roadmap rather than live now — even once connected, Yelp doesn't expose the exact reasoning behind its filtering to anyone, including business owners.
Is there anything I can do about filtered reviews?
Encouraging reviewers to build an active, verified Yelp profile over time (not just for your business) tends to help their reviews stick, but there's no guaranteed fix.