TA AI Product Labels & Badges

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!

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.

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!

The app is very dynamic and intuitive. It makes labeling products incredibly easy. What I value most is the support team, if you get stuck or something isn't working, they resolve it immediately. Thank you!

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.

With the help of the support team, we installed the app in the development shop and were able to test it thoroughly. The support was very responsive and always able to assist us right away. Many thanks to Sean, Bean, and the other friendly contacts for their great support.

The app was then moved to the staging environment, where the developers implemented all necessary adjustments quickly and free of charge. Now the app is live and running without any issues. The team truly deserves 5 stars. The app gets 4 stars from us.

We would still need language control for the labels based on the shop language and not the customer’s IP address. Additionally, the priority logic only works to a limited extent when labels are meant to replace each other while being positioned in exactly the same spot.

Once these improvements are implemented, the app will definitely deserve 5 stars.

UPDATE 11.06.2026
This app deserves 5 stars. All the customizations we requested were implemented very quickly. The customer service is outstanding and truly first-class. The app itself is intuitive and easy to understand. We are very satisfied and happy that we found this app.

Really satisfied with this app. Its simple to use, but still gives you a lot of flexibility to customize labels exactly how you want. Everything integrates smoothly without slowing down the store, which I really appreciate. Also great support. Quick, kind, and genuinely helpful whenever I needed it. It just works :)

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.

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