EcomAppReviews
ReviewLens: AI Review Analysis icon

Shopify app

New

ReviewLens: AI Review Analysis

Turn product reviews into insights and a ranked fix list

Rating on Shopify
No ratings yet
Reviews
0
Launched
June 29, 2026
Pricing
From $19/month. Free trial available.
Languages
English

View on the Shopify App Store

The facts

Every value below is read from the listing or computed by the published formula. Nothing is a verdict.

Rank in Product reviews

#381 of 472

See the ranked table

Bayesian rating

n/a

category median 4.62

Reviews in the last 180 days

n/a

no dated reviews collected

1 and 2 star share

n/a

no rating distribution

Starting price

$19/month

band: $10 to $29 · 14-day trial

Pricing plans as listed on Shopify

All charges are billed in USD. Recurring and usage-based charges are billed every 30 days. See all pricing options

PlanPriceBilled yearlyTrialUsage feeIncluded
Starter$19/monthnot offered14 daysnone statednot listed
Growth$49/monthnot offered14 daysnone statednot listed
Scale$99/monthnot offered14 daysnone statednot listed

Data access

As disclosed on the listing. Never scored.

View staff and contributor data

Store owner

  • Store owner: Name, email address, phone number, physical address

View store data

Products

  • View products: Products, collections

Developer

CGN Media Group LLC

Apps in the dataset:
11
Address:
1560 Central Ave, St Petersburg, FL, 33705, US
Website:
orbitloft.com
Support email domain:
orbitloft.com
English support:
yes
Resources:
Privacy policy, FAQ, Tutorial, App Documentation

Similar apps

Shopify's own similar-apps list first, then apps in the same category that share the most feature handles.

From the Shopify listingDeveloper claims, shown verbatim and collapsed. 99 words.Show
  • Review insights: every review grouped into themes, with sentiment per theme
  • A ranked Fix-This-Week list with cited customer quotes for each issue
  • Problem-SKU spotlight shows which products drive the most complaints

Review analysis for your store: themes, sentiment, and a ranked list of what to fix, with quotes.

You collect reviews, but nobody has time to read hundreds of them, so the signal sits buried: the same sizing complaint, repeated across reviews you will never scroll. ReviewLens reads the product reviews already in your store and does the analysis for you. It groups feedback into themes, scores sentiment per theme, and builds a ranked "Fix This Week" list, each issue backed by verbatim customer quotes. It also spotlights your top problem SKUs. A companion to Judge.me, Yotpo, Okendo, and Loox.

Questions and comments

Questions people ask about ReviewLens: AI Review Analysis, answered from what this page shows. Entries marked Site editor are written by the EcomAppReviews editor. Reader comments appear after a person has read and approved them, usually within a day. E-mail addresses are never published.

Ask a question or share what worked for your store

Read by a person before it appears. One link at most, no HTML.

Last updated Oct 23, 2026. Ratings and review counts are the values shown on each app's public listing. How the numbers are computed: methodology.

0 reviews counted on the listing. Rating and count in the structured data are the values Shopify displayed when the listing was last refreshed.