--- title: "TA AI Product Labels & Badges vs TZ Product Filter & Search Bar: Shopify app comparison" description: "Compare TA AI Product Labels & Badges and TZ Product Filter & Search Bar on detected Shopify stores, App Store reviews, pricing, listed features and integrations." canonical_url: "https://shoplist.co/shopify-apps/compare/bss-product-labels-badges-vs-tz-trust-badges-sales-pop-up" markdown_url: "https://shoplist.co/shopify-apps/compare/bss-product-labels-badges-vs-tz-trust-badges-sales-pop-up.md" data_as_of: "Nov 5, 2026" --- # TA AI Product Labels & Badges vs TZ Product Filter & Search Bar Shopify app comparison from Shoplist. Store counts as of Nov 5, 2026. ## At a glance - TA AI Product Labels & Badges is detected on 13× as many Shopify stores as TZ Product Filter & Search Bar: 7,450 vs 578 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. ## Adoption | Measure | TA AI Product Labels & Badges | TZ Product Filter & Search Bar | Ahead | | --- | --- | --- | --- | | Detected stores | 7,450 — as of Nov 5, 2026 | 578 — as of Nov 5, 2026 | TA AI Product Labels & Badges | | Net store change, 28 days | −84 — estimated | −11 — estimated | | | Stores added, 28 days | 110 — new and returning | 6 — new and returning | TA AI Product Labels & Badges | | Big-brand share | 15% — of stores of known size | 7% — of stores of known size | | | Top store categories | Apparel & Accessories, Home & Garden, Health & Beauty | Apparel & Accessories, Health & Beauty, Home & Garden | | | Top store countries | United States, United Kingdom, Australia | United States, India, United Kingdom | | ## Reviews | Measure | TA AI Product Labels & Badges | TZ Product Filter & Search Bar | Ahead | | --- | --- | --- | --- | | App Store rating | 4.9 ★ | 4.5 ★ | TA AI Product Labels & Badges | | App Store reviews | 1,464 | 256 | TA AI Product Labels & Badges | | New reviews, 28 days | 37 | 2 | TA AI Product Labels & Badges | | Reviewers a year or more in | 30% | 2% | TA AI Product Labels & Badges | ## Pricing | Measure | TA AI Product Labels & Badges | TZ Product Filter & Search Bar | Ahead | | --- | --- | --- | --- | | Free plan | Not listed | Not listed | | | Lowest paid monthly plan | No monthly plan listed | No monthly plan listed | | | Longest free trial | Not listed | Not listed | | | Plans listed | Not published | Not published | | ## Listing | Measure | TA AI Product Labels & Badges | TZ Product Filter & Search Bar | Ahead | | --- | --- | --- | --- | | Shopify category rank | \#5 — in Badges and icons | \#11 — in Search and filters | | | Shopify App Charts | \#85 on the Shoplist 100 | \#13 in Search and filters | | | Built for Shopify | Yes | Yes | | | Launched | Jun 16, 2020 | Aug 30, 2023 | | | Languages | 1 — English | 1 — English | | | Developer | Tech Arms | TrustZ | | ## Listed features - 79 distinct features are listed across these App Store listings; 31 are listed by both. - TA AI Product Labels & Badges lists 31 of them (39%). - TZ Product Filter & Search Bar lists 79 of them (100%). Listed only by TZ Product Filter & Search Bar: A/B testing, Age verification, AI generation, Analytics, Announcements, APIs and webhooks, Automations, Banners, Campaigns, Cart pop-ups, Checkout page, Consent pop-ups, Countdown timers, Custom code, Custom fonts, Custom pop-ups, Discounts, Editor tool, Email capture list, Email pop-ups, Exit intent, Footer, Forms, Games, Geolocation, Header, Hero section, Localization, Newsletters, Quizzes, Reporting, Reviews pop-up, Rewards, Sales pop-ups, Security, Segmentation, SMS capture list, SMS pop-ups, Social media, Spin the wheel, Surveys, Tagging, Targeting, Templates, Tracking, Translation, Triggers and rules, Warning pop-ups. ### Coverage by App Store category | Category | TA AI Product Labels & Badges | TZ Product Filter & Search Bar | | --- | --- | --- | | Badges and icons | 31/37 | 37/37 | | Badges and icons › Customization | 13/13 | 13/13 | | Badges and icons › Icon position | 10/14 | 14/14 | | Badges and icons › Icon types | 8/10 | 10/10 | | Pop-ups | 0/42 | 42/42 | | Pop-ups › Managing pop-ups | 0/21 | 21/21 | | Pop-ups › Pop-up types | 0/21 | 21/21 | A feature missing from a listing may still be supported; this compares what each App Store listing says. ## Integrations - Both list: GemPages, PageFly. - Only TA AI Product Labels & Badges lists: Langify, Smart Product Filter & Search, LAI Ali Reviews Product Review. - Only TZ Product Filter & Search Bar lists: Shopify Flow, OpenAI, EComposer, ChatGPT. ## Pricing plans ### TA AI Product Labels & Badges Free ### TZ Product Filter & Search Bar Free ## Frequently asked 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: 7,450 vs 578 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. ## Links - [TA AI Product Labels & Badges vs TZ Product Filter & Search Bar on Shoplist](https://shoplist.co/shopify-apps/compare/bss-product-labels-badges-vs-tz-trust-badges-sales-pop-up) - [TA AI Product Labels & Badges on Shoplist](https://shoplist.co/shopify-apps/bss-product-labels-badges) ([Markdown](https://shoplist.co/shopify-apps/bss-product-labels-badges.md)) - [TZ Product Filter & Search Bar on Shoplist](https://shoplist.co/shopify-apps/tz-trust-badges-sales-pop-up) ([Markdown](https://shoplist.co/shopify-apps/tz-trust-badges-sales-pop-up.md)) ## Methodology 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 for TA AI Product Labels & Badges and TZ Product Filter & Search Bar are as of Nov 5, 2026. “Not detectable from storefronts” means an app leaves no storefront trace, so Shoplist can’t count its stores. A row names who is ahead only when every app has a measured, unestimated figure. See [data methodology](https://shoplist.co/data-methodology.md).