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Can AI be used to address differences among products within the same category?

Nathan Rivera
April 15, 2024 at 8:52 am
I work in the furniture industry with thousands of products and continuous new product listings.   Consumers often inquire about variations in materials and sizes between similar pieces of furniture, placing a significant burden on my support team. Generating comparison pages for every query we receive is unfeasible due to the volume of requests.   Given the potential of AI to suggest comparable items, could it also be leveraged to pinpoint disparities among products and present these distinctions to consumers? Such a system can alleviate my workload significantly and potentially reduce bounce rates as well.
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Personalized discount display rule

Lucas Scott
May 8, 2024 at 9:26 pm
So, as a seller who often runs campaigns, I would love to have a cool discount setup that can be customized based on how customers behave.   For example, I could keep discounts hidden for shoppers with shopping carts over $1,000 but display them for those who have smaller carts, so that they would shop more to get a better discount.   This strategy can be effectively applied to our product recommendations, enhancing conversion rates and boosting average order values.
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Filter Shipping Exceptions

Jamie Fernandez
April 9, 2025 at 8:04 pm
Would like to be able to filter the shipping exceptions so I only receive ones for damages. Especially after a club run, we can receive many notices for delivery exceptions which can include delays, intercepts, etc. However, the ones we would primarily like to receive are for damages. we would like to catch these before the customer reaches out to let us know or from the return report.
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Show estimated delivery time on tracking pages

Amin Borghei
August 10, 2026 at 9:50 am
Most major carriers already provide an estimated delivery date/time as part of their tracking data, but this isn't currently surfaced in the app. Context: Customers tracking a shipment want to know when it will arrive, not just its current status. Right now they have to infer this themselves or check the carrier's own site separately. Issue to address: Add a field that displays the carrier's estimated delivery date (and time window, where the carrier provides one) on the tracking/order page. This would reduce "where is my order" support inquiries and improve the post-purchase experience. Suggestion: Pull the estimated delivery data from carriers that already expose it via their APIs, and display it prominently near the shipment status.
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Create tracking pages via API

Madison Morgan
July 17, 2024 at 3:03 pm
We are a worldwide dropshipping service catering to e-commerce entrepreneurs. Merchants can design and market personalized products through us, setting prices and choosing their sales platforms from our integrated e-commerce options.   Once merchants place orders, we will handle the manufacturing, fulfillment, and shipping logistics to consumers.   When I am using Aftership for tracking, I want to enable my premium customers (merchants) with the ability to customize white label branded tracking pages and possibly an API to create them (since they won't have access to Aftership admin, and it would be impossible for me to maintain all tracking pages for them).   So that I can add this ability as part of the product & service package for my main customers (merchants), which creates more value for my business.
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Enhance exchange process for tax reporting reconciliation purpose

Alexander Cook
April 3, 2024 at 10:25 pm
As a business owner, having precise accounting records is essential for tax purposes. It's particularly important to account for returns correctly by adjusting for them and deducting the relevant taxes to prevent overpayment.   I've observed that Shopify currently only accommodates refunds, lacking store credit or exchange options for returns. Therefore, if aftership Return could support all three options and assist in reconciling taxes and producing accurate tax reports for returns, it would greatly benefit our operations.
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Parcel Sorting expediation

Kohle Kless
November 16, 2025 at 5:56 pm
My idea is that when a shipment comes in from China to America,instead of each parcel going right to LAX through customs,each one should go to it's respective state and provence,every state has a sorting and customs center,it would just make it easier to make one stop instead of two or three on the way to the packages final point of delivery,
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Support the “issue store credit” option on “process warranty claim” page

Daniel Reed
May 6, 2024 at 1:01 am
Currently, I can only choose from 3 resolution options in Warranty admin: Repair item, Replace item & Other. At the end of the day, I need to manually export a list of Warranty claims and see how many store credit resolutions were recorded. (By using the “Other” option with a note.) This process is very time-consuming and inefficient.    It would be very helpful if a direct "issue store credit" feature were integrated, potentially automating the process across platforms like Shopify.
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Integrate with Smile.io

Ryan Collins
March 27, 2024 at 5:45 pm
I am utilizing Smile to develop the Reward program for our business. This year, I aim to motivate members to increase their reviews by integrating Reviews into the reward system as bonus incentives. This will allow our members to accumulate extra points by sharing feedback for their purchases.
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Searchable Idea Portal

Andrew Bird
August 15, 2025 at 12:43 pm
Seems like a basic thing, but when I have an enhancement I'd like to submit, I want to ensure I don't duplicate someone else's submission.  Obviously that's why there is an 'upvote' button.  The only way to determine if there is something worth upvoting is to scroll through the entire list from top to bottom.
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