← ShopAppDB

ReviewLens: AI Review Analysis

Name: ReviewLens: AI Review Analysis
Author: CGN Media Group LLC

by CGN Media Group LLC

No ratings yet · Marketing and conversion

View on Shopify → See alternatives

You collect reviews, but nobody has time to read hundreds of them, so the signal sits buried: the same sizing complaint, repeated across reviews yo...

Categories: Product reviews#387

Where it ranks

Product reviews · vs 4 wk ago

#400

on the Shopify App Store

in Shopify's own Product reviews listing at the last weekly crawl · sponsored cards not counted

—

not yet rated

248 of 518 Product reviews apps have reviews; unrated apps list after them (position #387, page 7)

reviews for a median Product reviews app

top 10% have 313+ · average rating 4.6★

Also Marketing and conversion (unrated, listed #4,585 of 6,513).

Listing vocabulary in Product reviews

share of the 518 listings using each term · 13 not in this listing

reviews81%collect30%review27%display23%trust21%ratings14%build13%import13%google12%photo12%feedback11%widgets10%social9%authentic8%proof8%star8%

Ranks are this app's position among the apps ShopAppDB lists in each category, from Shopify App Store data updated weekly; "by reviews" orders by review count, "listing position" by rating then reviews. "On the Shopify App Store" is where apps.shopify.com itself placed the app in that subcategory's listing when ShopAppDB last walked it, counting organic cards only.