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  4. TA AI Product Labels & Badges

TA AI Product Labels & Badges

by Tech Arms

4.9

(1,304 reviews)

87/100 · Well supportedBuilt for ShopifyFree plan available. Free trial available.
Best suited for stores using page builders or search apps that want to add AI-generated product badges to highlight key attributes.

Offer multiple types of labels & badges: discount badge, inventory badge, trust badge, sale label,.. TA Product Labels & Badges helps you boost conversion rate, motivate customers to purchase more with catchy product labels, product badges. Upload images or use our library with various labels & badges: Summer Sale, BFCM, Christmas... Different display conditions: segmentation to target true customer & market, by product/collection, by discount ranges, setup time for sale campaigns. Multiple labels for one product. Customize the position, size, and other labels display settings easily. TA Product Labels & Badges helps you boost conversion rate, motivate customers to purchase more with catchy product labels, product badges. Upload images or use our library with various labels & badges: Summer Sale, BFCM, Christmas... Different display conditions: segmentation to target true customer & market, by product/collection, by discount ranges, setup time for sale campaigns. Multiple labels for one product. Customize the position, size, and other labels display settings easily. more AI labels generator & AI translation by visitor IP, data variables Display label/ badge by product/variant, customer, discount, stock status... Custom text product labels and badge: color, background, animation, tooltips Label Group: 2-3 product labels to show all discount and features in one image Badges & Labels library: discount label, sale badge, product sticker, new label

Copy from the Shopify App Store listing, unedited.
View on ShopifyCompare the plansSee the scorecard
Who it’s for
Badges and icons
What it moves
Top line

conversion rate and average order value

What it costs
From $9/mo

free plan available · 4 tiers

How it’s supported
87/100

Well supported · from 1,303 reviews

What it does

AI labels generator & AI translation by visitor IP, data variables

Display label/ badge by product/variant, customer, discount, stock status...

Custom text product labels and badge: color, background, animation, tooltips

Label Group: 2-3 product labels to show all discount and features in one image

Badges & Labels library: discount label, sale badge, product sticker, new label

Plan fit
What each step up actually buys you

This developer's plans are separated by features, not by how big your store is — so there is no volume that picks a tier for you. Here is what each one adds over the one below it.

FREE
Free
You start with

Basic features

5 Labels/Badges for 50 Items

1 Label Group

AI Trial Credits

2000+ Image Library

24/7 Live Chat Support

BASIC
$9/month
Adds

All Features in Free Plan

Unlimited Labels/Badges

3 Label Groups

15 AI generation credits/month

Inventory Conditions

Discount Conditions

PRO
$19/month
Adds

All Features in Basic Plan

5 Label Groups

45 AI generation credits/month

Scheduling, Variant & Metafield Support

Multilingual labels/badges with AI

Store Language Targeting

PLATINUM
$29/month
Adds

All Features

Unlimited Label Groups/Labels/Badges

120 AI generation credits/month

Design & Technical Requests

24/7 VIP Support & Integrations

Listed as “Free plan available. Free trial available.”. Plan contents change — confirm on the listing before you install.
Pricing
Free plan available. Free trial available.
FREE

Free

Free
Basic features
5 Labels/Badges for 50 Items
1 Label Group
AI Trial Credits
2000+ Image Library
24/7 Live Chat Support
BASIC

$9/month

Lowest paid plan
All Features in Free Plan
Unlimited Labels/Badges
3 Label Groups
15 AI generation credits/month
Inventory Conditions
Discount Conditions
Targeting by Collections, Tags
24/7 Live Chat Support
PRO

$19/month

All Features in Basic Plan
Unlimited Labels/Badges
5 Label Groups
45 AI generation credits/month
Scheduling, Variant & Metafield Support
Multilingual labels/badges with AI
Store Language Targeting
24/7 Live Chat Support
PLATINUM

$29/month

All Features
Unlimited Label Groups/Labels/Badges
120 AI generation credits/month
Design & Technical Requests
24/7 VIP Support & Integrations
Plans as listed on the Shopify App Store. Always confirm current pricing before installing.

87

/ 100
Well supported
high confidence

Scored on 1,303 merchant reviews we hold for TA AI Product Labels & Badges, across five checks. Every figure is computed from those reviews — expand any row to see the counts behind it.





Computed from the 1,303 reviews we hold, with 12-month windows measured to 2026-08. This scores the public review record — it is not a review of the software itself, and a low score often means we hold little evidence rather than poor evidence.
Review history
2020–2026 · 1,303 reviews read
Reviews per year
202036 reviews
2021140 reviews
2022201 reviews
2023204 reviews
2024266 reviews
2025330 reviews
2026126 reviews
What merchants say

4.9

1,304 reviews
5★96%
4★3%
3★0%
2★0%
1★1%
Developer replies
82%
of reviews get an answer
Reviewed at 12m+
21%
had used it a year when they wrote
From 1,303 reviews read. Typical reviewer had used the app for 2 months. Most merchants review in their first month, so this reflects when people write — not how long they stay.
Recent merchant reviews

The newest 8 of 1,304. Open one to read it in full, with the developer's reply where there is one.

I am leaving this review based on my experience with the app’s billing and customer support process. I installed the app to test it, but I experienced technical issues and contacted support while their team was investigating the problems. During that time, I was told by their support team that Shopify would calculate and charge only the prorated amount for the remaining usage period after the trial. Based on that explanation, I allowed the app to remain installed while waiting for the issues to be resolved. Instead, I was charged the full annual subscription amount of $86.40. When I questioned the charge, the company later acknowledged that the previous billing explanation I received was incorrect. They agreed that my actual usage amount was only about $2.40, but they deducted Shopify platform and payment processing fees from my refund instead of refunding the full remaining balance. I appreciate that they eventually reviewed my case and offered a partial refund, but the process was frustrating because the billing expectations provided by their own support team were not accurate. My recommendation: make sure you fully understand the subscription terms before installing this app, and do not rely on support explanations regarding billing without confirming the details independently. The app may work for some merchants, but my experience with billing communication and resolution left me disappointed.

This app works very well. We use it to display inventory levels. There were a few minor display tweaks we needed help with and the TA team was very quick to reply and make the necessary adjustments. We'd highly recommend this app and TA!

Developer repliedDear Planted Technology, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

Running a fast-moving store means keeping up with fresh arrivals, changing stock counts, and flash sales can quickly become a data-entry nightmare. This app has completely automated how we highlight our catalog, and it is easily one of the best investments we've made for our storefront conversion rate. The Highlight: A Rapid, Technical Support Team With a heavy product rotation, we can't afford broken image templates or misaligned banners. When we ran into a theme compatibility issue while customizing our grid overlay positions, their support team stepped in right away. They replied within minutes, accessed our theme safely, and accurately hard-coded the exact CSS layout adjustments we needed to keep our branding flawless.

Developer repliedDear KCS, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

I use the custom labels on my site. I was having some problems with setup and getting the labels placed where I wanted. *I* was the problem - user error! haha. The team was very responsive and helped me get things looking exactly how I wanted in no time. I highly recommend this app!

Developer repliedDear DiamondArt.ca, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

Great App. I have used this on my site for some time. I am now on a new theme and this app works just as well. There are plenty of options to allow for customization. What's just as good as the app is the support. Had a little something that wasn't expected and this was sorted on a Saturday and very quickly. Highly recommend.

Developer repliedDear New Disguise Ltd, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

Thank you so much for Bean's help. He is always quick to respond and makes revisions very promptly. I am very satisfied with this app.

Developer repliedDear Eskute EU, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

Sean was quick to respond and resolved my issue. I appreciated that I was not dragged through discovery or Ai jargon before receiving real time help and a responsive solution.

Developer repliedDear Basic Crafts by Alchemats, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

Great customer service. I was having an issue with the labels not showing on my product pages and it was fixed quickly.

Developer repliedDear DeVon's Unmentionables, Thank you for your wonderful feedback! 🎉 We're thrilled to hear that you experienced great service. Your satisfaction is incredibly important to us, and we’re always here to support you. If you have any questions or need assistance, please don’t hesitate to reach out via live chat or email us at support@tech-arms.io Show more

TA AI Product Labels & Badges FAQ

Answered from this app's own listing and its full review record.

Best suited for stores using page builders or search apps that want to add AI-generated product badges to highlight key attributes.

There is a free plan, paid plans start at $9/month, and run to $29/month across 4 published tiers. Prices are as listed on the Shopify App Store and can change — confirm before installing.

TA AI Product Labels & Badges's plans are separated by features rather than by store size — none of the tiers is capped on a volume you could state up front. Compare what each step adds over the one below it rather than trying to size yourself into a tier.

On our scorecard TA AI Product Labels & Badges rates 87 out of 100 — well supported — read from 1,303 merchant reviews. The developer has published replies to 1,071 of 1,303 reviews. The score reflects what the review record shows, nothing more.

1,304 merchants have reviewed TA AI Product Labels & Badges, averaging 4.9 out of 5. We hold the review history from 2020 to 2026, which is what the year-by-year chart on this page is built from.

Quick facts
At a glance
Merchant rating

4.9 / 5 · 1,304 reviews


Rating, last 12 months

4.89 from 253 reviews


New reviews, last 12 months

253 (was 328)


Developer replies

1,071 of 1,303 reviews


Typical reviewer had used it

2 months


Pricing

Free plan available. Free trial available.


On the App Store since

June 16, 2020


Review history held

2020 – 2026

Integrates with
Shopify Admin
Boost AI Search & Discovery
GemPages
LAI Ali Reviews Product Review
Langify
PageFly
Smart Product Filter & Search

Categories
Badges and iconsPromotions - Other
Will AI shoppers find this store?

Apps like this one convert the traffic you already have. Getting recommended by ChatGPT and Perplexity is a separate problem.

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The agent-readiness stack for the AI shopping era — helping merchants, publishers and SaaS companies get discovered, cited and transacted with by ChatGPT, Perplexity, Claude, Gemini and the custom shopping agents underneath them.

CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
or ask your AI app
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