Amazon reviews: why review velocity should be someone's number
December 3, 2026
Most beauty brands we talk to can walk through their media plan line by line. Ask about their review plan and it's usually a shrug.
That's backwards on Amazon. Your rating and how many recent reviews you have decide how many of your paid clicks convert, and conversion is a big part of how Amazon decides where you rank.
What reviews hold up
When we audit an account with rising CPCs and a falling conversion rate, everyone looks at the ad account first. Pretty often the problem is the listing: a rating that slipped, or a hero SKU whose most recent reviews are a year old.
Weak conversion pushes organic rank down. The brand then leans harder on paid to hold the same sales, and costs climb from there.
Reviews also show up in more places than they used to. Rufus pulls from them when it answers shopper questions, so a thin or stale review base hurts in AI shopping too.
Velocity matters more than count
Shoppers read the newest reviews first. A product with thousands of reviews and nothing recent reads like a product people stopped buying.
So the number to watch is velocity, meaning new reviews per hero SKU per month. Keeping it up is boring and allowed: use Request a Review on every eligible order, put launches and new shades into Vine, and keep packaging and inserts inside Amazon's rules. Shortcuts get listings suppressed, and getting them back takes weeks.
Give it an owner
The brands with strong review bases rarely have a secret. Someone on the team reports review velocity every week next to spend and sales, and when it drops on a hero SKU they go find out why.
The Takeaway
Put review velocity for your top SKUs in the weekly report next to spend and sales.
Navigo / Beauty, Only Beauty
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