Google reviews · what the data says

Why did my Google review disappear? Usually because it was a good one.

If a review vanished, the odds are it was 5-star. In the largest published analysis of deleted Google reviews — 335,520 of them across 22,292 business profiles — 89.1% of the deletions were 5-star ratings. Only 5.9% were 1-star. Google blocked or removed 292 million reviews in 2025 by its own count. Your missing review almost certainly wasn't targeted by a rival. It matched a pattern.

Written 25 August 2026. Sources linked at every number below.

The numbers

Google's filter mostly eats praise

This is the opposite of what almost every owner assumes, so here is the data plainly. All figures are from Localo's deleted-review study — 335,520 deleted reviews across 22,292 Business Profiles, November 2023 to January 2026. It is one study by one company, so we say so; the trade press has picked up the same phenomenon separately, including Search Engine Land under the headline “Google's review deletions: Why 5-star reviews are disappearing.”

89.1% of deleted reviews were 5-star

Against 5.9% that were 1-star. Whatever the filter is hunting, it is not negativity.

Deletions grew 28-fold in two years

From 5,529 removed reviews in Q4 2023 to 154,421 in Q4 2025. If it feels like this got worse recently, it did.

Median survival was 78 days

And 34.7% of the deleted reviews were gone within ten days of being posted. A review can sit there for two months and still be removed later, which is why owners notice counts dropping with no recent event to blame.

Generic wording was the strongest tell

The phrases showing up most in removed reviews were the ones that sound like every other review: “highly recommend,” “excellent service,” “best.” The study also found 28,015 reviews whose text appeared word-for-word on more than one business — 81% of those were flagged as fake.

One honest caveat, because it changes how much weight to put on it. Localo sells local-SEO software, so its sample is businesses that were actively monitoring their profiles — a group that probably over-represents shops chasing reviews hard, and some that were gaming them. The direction of the finding is well supported and matches what Google says it is doing; treat the exact 89.1% as a figure from one dataset, not a law of nature.

Why this happens

Why a real 5-star review looks fake to a machine

Google isn't deciding your customer is a liar. It's pattern-matching at a scale where it cannot look at your shop specifically — 292 million reviews blocked or removed in 2025, against more than a billion published, per Google's own 2025 figures. At that volume, honest reviews get caught by the same net as bought ones.

The patterns that get a genuine review deleted are almost all things a well-meaning shop causes by accident: a burst of reviews in one afternoon because a tech asked six customers the same day; near-identical wording because you handed people a suggested sentence; five reviews from the same IP because they were all posted on the shop's wi-fi; a brand-new reviewer account whose only review is yours.

What Google will admit to

The official list, and what it leaves out

If your problem is the opposite — a bad review you want gone — we lay out the grounds that actually work in what Google review removal really involves. Google publishes six reasons a review may be missing — a policy check that “might take a few days,” a recent profile merge, the customer's older phone or software, removal for a policy violation, reviews temporarily switched off for a profile or category, and reviews disabled entirely for schools. We break those down step by step on the page for reviews that never appeared.

The one that matters most here is blunt: “Reviews removed for policy violations won't be restored.” That is Google's exact wording. There is no appeal, no form, and no service that can undo it. Anyone selling you review recovery is selling you something Google has said in writing does not exist.

And the list quietly leaves out the thing owners actually experience: counts drifting downward with no report, no notification and no event to point at. It is the most common unanswered complaint in Google's own support forums and it appears in none of the six official reasons. If two reviews went missing last month and nothing you did caused it, you are not missing a step — there genuinely isn't one.

What actually helps

You can't get them back. You can stop losing them.

Stop asking for a specific number

Since April 2026 Google's policy names this outright: “Merchants requesting that staff solicit a certain number of reviews” is listed under rating manipulation. “Everybody bring back five this week” is now the written definition of the problem, and it produces exactly the burst pattern the filter looks for.

Stop asking customers to name the tech

Same policy, same date: “Merchants requesting that staff solicit reviews that include specific content, including content that identifies a staff member.” Asking a happy customer to “mention Dave” feels like good practice for morale. It is a violation, and it creates the repeated wording that gets reviews pulled. Both quotes are from Google's contribution policy.

Stop collecting reviews on your own wi-fi

Handing someone a tablet at the counter clusters reviews onto one network and one location, and Google's policy also says a merchant should not “require or pressure users to leave ratings or write reviews while on the premises.” Send the link after the job instead, and let people write it at home on their own phone.

Ask for the detail, not the stars

The one pattern in the data you can act on: specific reviews survived, generic ones didn't. “What did we actually fix for you?” gets you a review mentioning a blower motor and a Saturday callout. That review reads as real to the filter, and it reads as real to the next homeowner too. Asking for “a quick five stars” gets you the exact wording most likely to be deleted.

Spread the asks out

Ten reviews across a month look like a working business. Ten in an afternoon look like a campaign. There is no magic safe rate, but the shape matters more than the number.

One thing to be clear about

Replying doesn't protect a review

We sell a tool that replies to reviews, so it would suit us to tell you that answering them keeps them alive. It doesn't, and the same study found no protective effect from owner responses — quick or slow. If you read that claim anywhere, it isn't supported.

What replying does is different and better established: it changes who bothers to write about you. A study of tens of thousands of hotel reviews (Proserpio & Zervas, Marketing Science, 2017) found that when businesses started responding they received about 12% more reviews and their ratings rose by 0.12 stars on average — and the authors put it down to selection, not persuasion: customers with a middling experience become less likely to fire off a bad review when they can see the owner is reading. You get fewer bad ones written in the first place, which is worth more than any removal request.

The reviews that survive should all have your voice under them.

You don't control Google's filter. You do control whether every review on your profile has a real reply — the part the next homeowner actually reads. RaveReply drafts each one in your shop's voice from your own past replies; you approve it in about ten seconds, and nothing posts without you.

More reading: a review that never showed up — the order to check · copy-paste review response examples for the trades · the best Google review reply software compared · free AI visibility scan