Facebook Recommendations Explained: The No-Star Review System

In 2018, the stars quietly disappeared from Facebook. If you have ever looked at your Page and wondered where your rating comes from now, or why your review count seems to wobble from week to week, the answer is a system most owners have never had explained to them: Recommendations.

This post expands the Facebook section of our guide to responding to reviews on every platform. If you want reply templates and setup steps, the full walkthrough is in how to respond to Facebook reviews. This one is about understanding the system itself, because most of the advice online was written the week the stars vanished and never updated.

What Replaced the Stars

In August 2018, Facebook retired the one-to-five star rating and replaced it with a simpler question: do you recommend this business, yes or no?

A recommendation is richer than a star in one way and blunter in another. Richer, because the customer can attach a written note, photos, and tags for things like price or service. Blunter, because there is no middle ground. Nobody can give you the shruggy three-star "it was fine." They are either for you or against you.

Facebook did not wipe the old feedback when it flipped the switch. Reviews left under the star system stayed on Pages, so a business that had been around a while kept its history.

The everyday result: your Page shows a rating number and a review count, and underneath them sits a mix of modern yes/no recommendations and, for older businesses, legacy star reviews.

How the Rating Number Is Actually Calculated

Facebook does not publish a formula, but its help center documents the rules that matter, and three of them surprise most owners.

Your rating is based on reviews and recommendations together. Facebook says a Page's rating "is based on the reviews and recommendations people share about the business Page." Old feedback and new feed into one number.

Nothing shows until you have at least 5 reviews. A new Page sits ratingless until it crosses that line, and only Pages with Recommendations turned on can show a rating at all. If you are new, your first job is simply getting five people to say something publicly.

Only public recommendations count. This is the big one. In Facebook's words: "Only recommendations that are shared publicly are included in a Page's overall rating." Every customer who recommends you picks an audience, public, friends, or custom, and anything short of public is invisible to your score.

One more thing Facebook is honest about: it does not verify that a reviewer ever bought anything from you. The gate is its spam and Community Standards enforcement, not proof of purchase. When Facebook removes spam reviews, your rating can shift without a single new customer weighing in.

Why Your Review Count Never Matches What Customers See

Here is the mystery that sends owners hunting through settings: you see 47 reviews, your customer swears your Page shows 43, and last month it said 45. Nobody is wrong.

Because each recommendation carries its own audience setting, Facebook shows different people different totals. A visitor sees public recommendations plus whatever friends-only ones they happen to be allowed to see. You, as the admin, see the public count, which is the only count that feeds the rating.

So the number moves when someone changes their sharing settings, when a reviewer deactivates their account, or when Facebook sweeps spam. None of that means you lost a real customer's feedback.

On Google, a shrinking review count is a genuine red flag worth tracking and investigating. On Facebook, a wobbling count is often just the audience math doing its thing. Knowing the difference saves you an afternoon of panic.

Recommendations vs Google Reviews: Same Job, Different Physics

The keyword question behind this article is usually a practical one: where should a busy owner put their effort? The systems reward different things.

Google reviews win on intent. A Google review sits in Search and Maps, in front of a stranger actively comparing three businesses at 9pm with their wallet out. The star average is a precision instrument: the difference between 4.3 and 4.6 is visible and it changes clicks.

Facebook Recommendations win on trust. A public recommendation can surface to the reviewer's own friends. That is word of mouth with a name and face attached, the one form of marketing nobody can buy. But it reaches people who were not necessarily shopping for you.

The binary changes the tone. With no three-star option, Facebook feedback clusters at the poles: love or warning. A single "does not recommend" reads more starkly than a middling star review, which makes your public reply matter more, not less.

We compared the platforms' gravity in more depth in Google reviews vs Yelp, and the same conclusion holds here: Google is where strangers decide, social platforms are where neighbors vouch. You want both, but they are not equal jobs.

What This Means for Running Your Page

The system explains itself once you know the rules. Four moves follow directly from them.

Keep the Reviews tab on. Turning it off hides every recommendation you have, including the glowing ones. It is all-or-nothing, and "nothing" means throwing away social proof to bury one bad review.

When you ask for recommendations, mention "public." Since friends-only feedback never touches your rating, the single highest-leverage detail in your ask is the audience setting. "If you share it publicly, it helps other people find us" is honest and effective.

Reply to every recommendation, especially the negative ones. A "does not recommend" with a calm, specific owner reply underneath reads completely differently to the next visitor. The full walkthrough covers the setup and templates, and the free Facebook response generator drafts the comment in seconds, tuned to Facebook's conversational tone. No signup, no limit.

Automate where automation is real. Facebook has no open review API, so no tool can reliably post replies there for you, and we would rather tell you that than pretend otherwise. We do not monitor or post to Facebook. Google is a different story: an official API makes the whole loop dependable, so ReplyOnTheFly watches your Google reviews 24/7, writes a reply in your voice, and emails it to you for one-tap approval. Facebook takes a minute of paste-and-post when a recommendation arrives; Google can take zero. If you want the Google half handled today, create a free account and your next review arrives in your inbox with the reply already written.

Frequently Asked Questions

The Bottom Line

Facebook Recommendations are not a downgrade from stars. They are a different instrument: blunter scoring, richer content, and built-in word of mouth when a happy customer shares publicly.

Key Takeaways:

• Facebook swapped stars for a yes-or-no recommendation in 2018, with text, tags, and photos attached. Old star reviews stayed on Pages.
• Your rating needs at least 5 reviews to appear, and only public recommendations count toward it. Facebook has never published the exact formula.
• A wobbling review count is usually audience settings or spam sweeps, not lost customers. Different viewers legitimately see different totals.
• Google reviews win strangers with intent; Facebook recommendations win trust among friends. Systematize Google, and answer Facebook as it comes.
• When you ask for a recommendation, ask for it publicly. Friends-only praise is lovely and invisible.

For the rest of the multi-platform playbook, head back to responding to reviews on every platform.

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