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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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"By Carrier & Lane" Report

Aria Hughes
April 14, 2024 at 5:59 pm
As a merchant, I would like to break down the shipping volume report by Carrier and Lane. Currently, it can be broken down by only one condition.   This would allow us to understand how a carrier is performing in a specific market.
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ACI EXPRESS

Salil Gupte
March 22, 2026 at 12:50 pm
Please add the shipping company ACI EXPRESS, which is based in South Korea. They have partnerships with multiple overseas shipping companies, and a lot of merchandise is being shipped through ACI Express to the USA and the Middle East, especially after the implementation of tariffs in the USA.
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Each product page has searchable and filterable product reviews to set customer expectations.

James Wilson
June 19, 2024 at 3:49 pm
For instance, customers can quickly locate reviews based on size, incorporate images and videos, consider age, product characteristics, and the reviewer's recommendation status.
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Estimated delivery date for return shipments on Returns Dashboard

Jason Ma
February 3, 2025 at 10:12 pm
Consider leveraging Estimated Delivery Dates for Return Shipments as a column on the Returns Dashboard
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Api endpoint to fetch the review data

Nayan Solanki
July 21, 2026 at 12:33 pm
I see that Aftership is already having public api end points available for tracking and returns. i would like to have similar one for reviews.
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Custom RMA Cancellation Timeframe

Abby Hatchimonji
March 11, 2025 at 8:33 pm
Enable merchants to customize the duration before an RMA is automatically canceled. Currently, the system only allows for auto-cancellation after 28 days of inactivity. To better suit our company's needs, we would like the option to extend this period.
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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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Add Info Received Timestamp to the Export CSV

Rui Aguiar
March 31, 2025 at 1:39 pm
Hi, The data when the shipment is created at the carrier is important for shipment analysis. Example:  Info received   Shipment information received DHL Express Mar 25, 2025 at 12:01 pm
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Increase Bulk Search Limit

Michaela Kelly
April 2, 2025 at 10:41 am
Is it possible to increase the bulk search limit from 50? We often have to peform bulk search a number of times to retrieve the data that we're looking. 
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