Facebook Page Reviews and Recommendations: How They Affect Your Ads
Facebook page reviews and recommendations are public signals of how customers feel about your business — and while they’re not the same thing as your hidden feedback score, they feed the same trust picture Meta builds about you. That picture can quietly show up in your ad costs and delivery.
If your rating has slipped or recommendations have dried up, it’s worth understanding how much of your ad performance is really riding on it — and what to do.
Do Facebook page reviews actually affect your ads?
Indirectly, yes. Meta doesn’t run your ad auction straight off your star rating — but reviews and recommendations are part of the broader customer-experience signal it pays attention to. And in practice, bad reviews rarely travel alone: they usually arrive with the same underlying problems (slow shipping, product quality, poor support) that also drag down your feedback score. So the reviews you can see are often a visible symptom of the signal you can’t.
Reviews, recommendations, and feedback score — what’s the difference?
- Page reviews / recommendations are public. They live on your Facebook Page, anyone can see them, and they shape how new customers judge you.
- Feedback score is private. It comes from post-purchase surveys Meta sends buyers, and only Meta sees the full picture. (We cover it in depth in our feedback score guide.)
They’re related but not identical. You can have decent public reviews and still carry a weak feedback score — and vice versa. Both are downstream of the same thing: the real experience your customers have.
How bad reviews and lost recommendations hurt performance
Two ways. First, the direct one: prospects who click your ad, check your Page, and see a wall of complaints convert worse — your ad spend works harder for less. Second, the indirect one: the customer problems generating those reviews are usually the same ones feeding negative post-purchase surveys — where Meta collects your buyers’ own words about your product — which is where the real delivery and CPM drag comes from.
The pattern gets sharper at scale. In our experience, once an account crosses a certain spend, Meta pays closer attention to how the brand actually treats customers — and we’ve watched stores that were scaling toward six-figure days get quietly throttled back to a fraction of that after the customer-experience signal soured. Nothing gets banned; the account just slides down the priority order, so other advertisers get served first and the same budget buys less. It’s a slow squeeze, not a switch.
Off-platform reputation counts too
It isn’t only what happens on Facebook. In our experience, external reputation — your Trustpilot in particular — increasingly acts as a cross-check, because it’s a proxy for the same question: do real customers trust you and buy again? We’ve seen accounts recover standing on the back of a strong Trustpilot, and we’ve seen a weak one hold a brand back even when its ads looked fine. Trustpilot is effectively pay-to-participate — you subscribe, then actively collect reviews from happy customers via email or a quick post-purchase call — but the brands that work it deliberately have moved ratings from the low ones up toward the top of the scale, and that reputation compounds across every platform that decides whether to trust you. Treat it as an asset you build, not a chore.
What to do about it
- Fix the root cause, not just the rating. Chasing reviews while shipping stays slow is a treadmill. Repair the experience first — the same fixes that improve your feedback score improve your reviews.
- Respond to reviews. A calm, helpful reply to a bad review reassures the next reader more than the complaint worries them.
- Report genuinely fake or policy-violating reviews through Facebook — but don’t expect removal of honest negative ones. The answer to those is fixing what caused them.
- Make it easy for happy customers to speak up. Most satisfied buyers stay silent unless nudged; a simple post-purchase ask rebalances the picture over time.
FAQ
Do Facebook page reviews affect ad delivery?
Not directly through your star rating, but indirectly yes. Reviews are part of the customer-experience signal Meta tracks, and the problems that cause bad reviews usually also feed the private feedback score that does affect delivery and CPM.
How do I remove bad Facebook reviews?
You can report reviews that are fake, spam, or violate Facebook’s policies, and those may be removed. Honest negative reviews generally can’t be deleted — the durable fix is repairing the experience that caused them and responding professionally.
Are Facebook recommendations the same as reviews?
They’re the current form of the same idea. Facebook replaced star reviews with Recommendations (a yes/no plus a comment) on many Pages. Both are public signals of customer sentiment and both feed how your business is perceived.
Written by Mouss, founder of Unlimited Scaling, an agency that has helped 1,000+ e-commerce brands recover and protect their Meta ad assets. Based in Bali, he has spent 8+ years inside the mechanics of Meta’s ad ecosystem — feedback scores, HIVA tiers, bans and appeals — and shares field data from real client cases. Follow him on Instagram @mouss_unlimitedscaling.