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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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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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Return/Exchange Size Availability Option

Gabriela Berlingeri
October 6, 2025 at 12:12 am
It would be very helpful if customers could select their preferred size during the exchange process, with real-time visibility of stock availability on the website. For example, when a customer initiates an exchange, the system should show whether the requested size is currently in stock. If the size is unavailable, it should display “Sold Out” instead of allowing the exchange to proceed. This feature would prevent unnecessary back-and-forth communication, improve customer experience, and reduce manual handling for merchants. Platforms like Revolve already offer this type of functionality, and it would be an excellent addition to AfterShip Returns.
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Tags to alert merchants about combined orders.

Caleb Patel
July 19, 2024 at 10:48 am
In Shopify, merchants cannot identify which orders were combined in TTS. This will increase the risk of merchants repeatedly fulfil the same order items.   To address this issue proactively, I would recommend that we introduce a hint or tag within Shopify to alert merchants about combined orders, thus avoid this situation from happening.
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The ability to manually or automatically archive delivered shipments

Roqeeb Olaniyi
June 8, 2026 at 2:06 pm
When using the mobile App, currently shipments remain visible in the tracking list even after they have been delivered. Over time, this can make the main tracking screen feel cluttered, especially for users who receive a large number of packages. It would be very helpful to have an option to: - Archive delivered shipments manually, or - Automatically move delivered shipments to an archive after a certain period of time. This would allow users to keep their active tracking list clean and focused on packages that are still in transit, while still retaining access to past deliveries when needed.   Thank you,
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Warranty Flow Improvement - Label & No Label notification

Jason Ma
February 3, 2025 at 7:26 pm
When a warranty is approved, you can choose to include an label. In the “Warranty claim approved” email, there is no ability to account for this decision. We would need to add an ability to have wording around a label being included as well as a label not being included. Below is an example email we have now.   Two ways this could be addressed: 1. Split this notification into 2 notifications: “Warranty claim approved - with label” and “Warranty claim approved - no label”. 2. Add Flows to Warranties with Split functionality for generated labels.
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Anti-fraud reporting and risk checks

Penelope Perry
March 4, 2024 at 5:19 pm
As a business owner, I am seeking a system that can facilitate risk level scoring for each RMA (Return Merchandise Authorization) and enable my staff to input risk assessment findings based on actual RMA inspections. This system will enable us to assess risk levels effectively and respond accordingly. Moreover, the system will allow for the reporting of any detected fraud instances.   Implementing this system is crucial for mitigating fraud occurrences, as well as proactively preventing future fraudulent activities. Such measures are instrumental in safeguarding my business's profitability in the long term.
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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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Exception Orders

Crystal Johnson
February 4, 2026 at 4:39 pm
GM is there a way to close an exception order rather than a total delete?
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Want to create a landing page for referral program and for affiliate program.

Karan Singh Majila
July 16, 2025 at 10:42 am
We want the feature for referral program page through which we can dedicated referr to the customers and one affiliate program for our influencer through which they can track their progress and commisions. 
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