All work
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Review intelligence·Shopify appLive

ReviewLens

Every review, distilled into what to do next.

Review intelligence that mines your product reviews for themes, defects, and messaging gold — then tells you what to act on.

Themes
from raw reviews
Verbatim
evidence

The problem

Hundreds of reviews hide real signal — recurring complaints, fixable defects, and the exact phrases that sell — that no one has time to read.

Our approach

ReviewLens clusters reviews into themes, quantifies sentiment by product, and surfaces the verbatim quotes worth acting on.

What it does

Theme clustering

Group thousands of reviews into the issues that matter.

Defect signals

Catch recurring product problems before they spread.

Messaging mining

Pull the customer language that converts.

Who it's for

Brands that want to learn faster from their own reviews.

Plans

Free
$0
Pro
$49/mo
Scale
$99/mo

Indicative plans — final pricing set per product.

Want one of these for your business?

ReviewLens is one of 23+ products Orbitloft has designed and shipped. Tell us what you're building and we'll tell you what it takes.