TA AI Product Labels & Badges vs TZ Product Filter & Search Bar

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 5, 2026.

The short answer

  • TA AI Product Labels & Badges is detected on 13× as many Shopify stores as TZ Product Filter & Search Bar: 7,438 vs 573 as of Nov 5, 2026.
  • On the Shopify App Store: TA AI Product Labels & Badges 4.9 from 1,464 reviews and TZ Product Filter & Search Bar 4.5 from 256 reviews.
  • TZ Product Filter & Search Bar lists 48 features TA AI Product Labels & Badges’s listing doesn’t mention, including A/B testing, Age verification, AI generation.

Head to head

Detected stores

TA AI Product Labels & Badges: 7,438
TZ Product Filter & Search Bar: 573

App Store reviews

TA AI Product Labels & Badges: 1,464
TZ Product Filter & Search Bar: 256

New reviews, 28 days

TA AI Product Labels & Badges: 37
TZ Product Filter & Search Bar: 2

Stores added, 28 days

TA AI Product Labels & Badges: 110
TZ Product Filter & Search Bar: 6
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch

Product badges & labels hot, out of stock, BFCM, new year...

—
Categories
  • Badges and icons
  • Promotions - Other
  • Badges and icons
  • Search and filters
Languages
  • English
  • English
Launched
Jun 16, 2020
Aug 30, 2023
Built for Shopify
Built for Shopify
Built for Shopify
Reviews per month
49 last full month
4 last full month
Detected stores
7,438active installs
  • Varsity Shop
  • Bachaa Party
  • Baseballism Online
  • Elitist
  • KAZO
+7,433 more
573active installs
  • The Beachwaver Co.
  • HMR Handlooms
  • Isabella Merino
  • Fradostore
  • Luke Jaque-Rodney
+568 more
Most common store size
11-50 products18%
11-50 products24%
Top countries
  • United States21%
  • United Kingdom9%
  • Australia8%
  • United States13%
  • India6%
  • United Kingdom5%

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

050100NovJanMarMayJulSepOctTA AI Product Labels & Badges: 24 reviews in December 2025TA AI Product Labels & Badges: 21 reviews in January 2026TA AI Product Labels & Badges: 20 reviews in February 2026TA AI Product Labels & Badges: 30 reviews in March 2026TA AI Product Labels & Badges: 19 reviews in April 2026TA AI Product Labels & Badges: 16 reviews in May 2026TA AI Product Labels & Badges: 13 reviews in June 2026TA AI Product Labels & Badges: 14 reviews in July 2026TA AI Product Labels & Badges: 6 reviews in August 2026TA AI Product Labels & Badges: 14 reviews in September 2026TA AI Product Labels & Badges: 49 reviews in October 2026TZ Product Filter & Search Bar: 54 reviews in November 2025TZ Product Filter & Search Bar: 13 reviews in December 2025TZ Product Filter & Search Bar: 6 reviews in January 2026TZ Product Filter & Search Bar: 6 reviews in February 2026TZ Product Filter & Search Bar: 8 reviews in March 2026TZ Product Filter & Search Bar: 15 reviews in April 2026TZ Product Filter & Search Bar: 10 reviews in May 2026TZ Product Filter & Search Bar: 10 reviews in June 2026TZ Product Filter & Search Bar: 9 reviews in July 2026TZ Product Filter & Search Bar: 3 reviews in August 2026TZ Product Filter & Search Bar: 3 reviews in September 2026TZ Product Filter & Search Bar: 4 reviews in October 2026
TA AI Product Labels & BadgesTZ Product Filter & Search BarCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
—
—
Plans
Free
Free
Coverage
31 of 79 features39%
79 of 79 features100%
Unique strengths
—
  • A/B testing
  • Age verification
  • AI generation
  • Analytics
  • +44 more
Badges and icons
84%31/37
100%37/37
Customization
100%13/13
100%13/13
Icon position
71%10/14
100%14/14
Icon types
80%8/10
100%10/10
Pop-ups
0%0/42
100%42/42
Managing pop-ups
0%0/21
100%21/21
Pop-up types
0%0/21
100%21/21
03148onlybothonly
TA AI Product Labels & BadgesTZ Product Filter & Search Bar79 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
  • Langify
  • Smart Product Filter & Search
  • LAI Ali Reviews Product Review
  • GemPages
  • PageFly
  • Shopify Flow
  • OpenAI
  • PageFly
  • GemPages
  • EComposer
  • ChatGPT
How it sells itself

TA AI Product Labels & Badges helps you highlight sales, new arrivals, low stock, and trust with eye-catching labels and badges with no coding needed. Generate labels in seconds with our AI Generator, or pick from templates: sale, discount, sold-out, and trust badges. Translate every label by visitor IP, or target by product, variant, collection, tag, or stock.

Boost sales with product filter and search built for speed, control, & flexibility. Add instant search bar, product search, collection filter, and customizable product filter by price, size, color, tag, brand, vendor, or collection. Improve search & product filter navigation across search and collection pages. Use search analytics to track queries, clicks, no-result searches, filter usage, and custom filter intent.

Key points
  • Explore 10000+ pre-designed product labels library: sales, BFCM, Christmas,...
  • Various display conditions: show label by stock status, discount range, and more
  • Display on specific pages: product page, collection page, search page, and more
  • Custom text product labels and badge: dynamic text, font size, font style, color
  • Build trust with diverse payment icon, trust badge, sales popup notifications
  • Stock countdown, sticky cart, add to cart button, favicon counter, scroll to top
  • Privacy policy with GDPR/CCPA + cookie management, Terms and Conditions checkbox
  • Generate AI-powered promotional content, anti theft, and best sellers protection
Screenshots
Labels with customers segments, inventory status
Label per variant or different countriesLabel on Collections, Labels on customersUpload or design your own label. Customize as you need
All in one 30+ exclude functions
Drive sales with clear shipping goals using Free Shipping BarBuild customer trust and influence sales with sales pop-up notiEnhance conversion with 5 popular info sections on Product page

All the numbers

Every figure, side by side

A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.

Showing only the rows where the apps differ.

Adoption

MeasureTA AI Product Labels & BadgesTZ Product Filter & Search Bar
Detected stores7,438(ahead)as of Nov 5, 2026573as of Nov 5, 2026
Net store change, 28 days−84estimated−11estimated
Stores added, 28 days110(ahead)new and returning6new and returning
Big-brand share15%of stores of known size7%of stores of known size
Top store categoriesApparel & Accessories, Home & Garden, Health & BeautyApparel & Accessories, Health & Beauty, Home & Garden
Top store countriesUnited States, United Kingdom, AustraliaUnited States, India, United Kingdom

Reviews

MeasureTA AI Product Labels & BadgesTZ Product Filter & Search Bar
App Store rating4.9 ★(ahead)4.5 ★
App Store reviews1,464(ahead)256
New reviews, 28 days37(ahead)2
Reviewers a year or more in30%(ahead)2%

Pricing

MeasureTA AI Product Labels & BadgesTZ Product Filter & Search Bar
Free planNot listedNot listed
Lowest paid monthly planNo monthly plan listedNo monthly plan listed
Longest free trialNot listedNot listed
Plans listedNot publishedNot published

Listing

MeasureTA AI Product Labels & BadgesTZ Product Filter & Search Bar
Shopify category rank#5in Badges and icons#11in Search and filters
Shopify App Charts#85 on the Shoplist 100#13 in Search and filters
Built for ShopifyYesYes
LaunchedJun 16, 2020Aug 30, 2023
Languages1English1English
DeveloperTech ArmsTrustZ

FAQ

TA AI Product Labels & Badges and TZ Product Filter & Search Bar: common questions

Which is more popular, TA AI Product Labels & Badges or TZ Product Filter & Search Bar?
TA AI Product Labels & Badges is detected on 13× as many Shopify stores as TZ Product Filter & Search Bar: 7,438 vs 573 as of Nov 5, 2026.
Which has better reviews, TA AI Product Labels & Badges or TZ Product Filter & Search Bar?
On the Shopify App Store: TA AI Product Labels & Badges 4.9 from 1,464 reviews and TZ Product Filter & Search Bar 4.5 from 256 reviews.
What features does each app list that the other doesn’t?
TZ Product Filter & Search Bar lists 48 the others don’t mention, such as A/B testing, Age verification, AI generation, Analytics. A feature missing from a listing may still be supported; this compares what each App Store listing says.
Where does this comparison’s data come from?
Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 5, 2026; estimated figures are labeled.

Keep comparing

How Shoplist compares apps

Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 5, 2026. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.