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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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How Fast Delivery Impacts Customer Satisfaction for Heavy Equipment

Alex Liam
October 28, 2025 at 1:53 pm
Fast and reliable delivery plays a vital role in customer satisfaction for heavy equipment buyers. When products arrive on time and in perfect condition, it builds trust, reduces downtime, and encourages repeat business and brand loyalty.
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PUDO Report

Matt Parker
April 16, 2025 at 11:44 am
Currently OTD report, reports the complete journey so the avereage time can fluctuate based on how long it takes for customers to collect their order.  We need to report on the carrier performance and then the time it takes to collect.  It would be good to have  a PUDO report that breaks down : average transit time to collection point   Average time waiting for collection    If we expand our PUDO options in Europe it would be a good indication 
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Highlight which module/box is selected during RMA Request Flow

Jason Ma
January 31, 2025 at 7:01 pm
Items + return reasons are not clearly highlighted/shown as selected, during the Return Request flow on the RC portal.    Request: During the return flow more clearly define that an item/return resolution is selected. i.e. have text say “Selected” or have the box change colour when an item/resolution is selected beyond just the black box. 
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Returns Order Item Display - Customize Blocklist Error Message Based on Order Items

Jason Ma
February 13, 2025 at 9:45 pm
Brand noted they’d like to be able to clearly communicate why certain Products are on the Blocklist - instead of the general text we have in place, without specifically making the customer review the Policy as a whole. Asking if we could define the error at the Blocklist Product Tag entry level. If the value is left blank, use default content.   Current state: After end consumer logs in with Order, non returnable items are greyed and out and we show at the line level a message that states "Does not comply with our return policy."   Desired State: After end consumer logs in with Order, non returnable items are greyed and out and we show at the line level a message from a configurable setting within RC where we can pass SKU or Product Category specific messages that state why an item is nt returnable like "Digital Goods are not returnable" or "Bundled Item cannot be returned" or "Last years models are not returnable but warranty available".   We'd like to be able to configure our own blocklist message for order item display when the end consumer logs into RC.
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The Growing Role of Smart Delivery Solutions

Smart box Lockers
October 16, 2025 at 9:07 am
As online shopping continues to expand, cities and businesses are looking for ways to simplify last-mile delivery. In this shift, automated parcel lockers have become a practical solution, helping reduce missed deliveries and improving convenience for both couriers and customers. Their use is steadily shaping the future of contactless and efficient package management.
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Send the Delivered Status Back to Shopify app

Rita Agarawal
January 7, 2025 at 11:32 am
Currently the aftership is one way communication making it diffucult for business to see integrated full status at one place again when customer login to their shopify page they see status of item still on the way as shopify stops at fullfilled stge. Though the track order option by Aftership is good it is still a bad customer experience.
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Carry over discounts for exchange on same items

Amy McDonnell
January 23, 2025 at 4:33 am
It would be great if we could allow the discount to carry over to the new order if a customer is just exchanging a size, at the moment our customer is choosing to refund rather then exchange sizing because they have to pay the difference between the original discounted price and the price. 
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Shipment tracking dashboard automated report

Fielding Oliver
April 17, 2026 at 1:56 pm
It would be great if you could automate sending out the shipment tracking dashboard, and allow filters for that report, lijke the analysis report.  This enbales us to send the report to customers and others in our team as a live snapshot of their shipments. It consolidates all their shipments into one view so they don't have to track them individually each day. 
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Customising font and text size in the “address” area of the footer

Giulio Riotta
January 24, 2025 at 1:24 pm
Good morning, I kindly ask you to enable the option to change the font, font size, colour, etc., for the “address” field within the footer of notification emails. Currently, this is the only field that cannot be customised, which creates a noticeable contrast between the main text in the body and this field, making the emails aesthetically unappealing. Thank you.
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