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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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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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Select multiple Stores in Returns Analytics

Lasma Martinsone
February 13, 2026 at 11:38 am
Currently it's possible to view returns analytics only per 1 store at a time. It would be great to be able to select multiple stores and have a consolidated view on returns. 
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Add SKU numbers in the return portal

Rowan Valentin
January 28, 2025 at 2:24 pm
Goal: To make it easier for customers to accurately select the correct item for return when using the return portal. Preconditions: The customer has placed an order containing multiple items, some of which may have similar or identical titles, colors, or sizes. The SKU numbers for the items exist in the system but are not currently displayed in the return portal. Trigger: The customer initiates a return and accesses the return portal to select the item(s) they wish to return. Basic Flow: The customer logs into the return portal. The portal displays the items from their order, including details such as title, color, size, and now the SKU number for each item. The customer uses the SKU number to cross-reference their order confirmation or invoice, ensuring they select the correct item for return. The customer completes the return process with confidence that the correct item has been selected. Postconditions: The customer successfully returns the correct item without confusion. The support team receives fewer inquiries about mismatched returns. Benefits: For Customers: Improved user experience by reducing confusion when selecting items for return. Greater confidence in completing returns independently. For the Business: Reduced customer support requests related to returns. Increased efficiency in processing returns, minimizing errors caused by incorrect item selection. Priority: Medium – This enhancement has a high potential to improve customer satisfaction with a relatively low implementation effort. Technical Requirements: Modify the front-end display of the return portal to include SKU numbers as part of the product details. Ensure the SKU numbers are fetched and displayed consistently across all customer orders. This use case focuses on enhancing the clarity of the return process for customers while streamlining operational efficiency for the business.
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Warranty Add-On Feedback

Cindy Rodriguez
November 7, 2024 at 12:36 am
Hi there,    We’re planning to fully transition to your warranty return platform and would like to see the following improvements: * Dynamic Reference Lines on Return Shipping Labels: We’d like the option to add customizable reference lines on shipping labels. While there are default placeholders available, we need a more flexible solution to include internal notes that will help us organize returns efficiently. * Delayed Replacement Order Processing: We’d prefer the ability to process a replacement order without sending it to Shopify until the carrier marks the warranty return as “en route.” * Regex Validation for Warranty Intake Form: Adding regex validation would help us ensure inputs follow specific formats, such as order numbers or serial numbers, for better accuracy.
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Support setting the total number of emails that can be sent by each contact within a certain period of time (frequency)

Scarlett Carter
August 27, 2024 at 11:52 am
Support setting the total number of emails that can be sent by each contact within a certain period of time (frequency), including flows and newsletters.   I aim to reduce interruptions for my customers while still capturing important messages, which is why I am seeking more flexibility in the configurations.
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Add Placeholder

Luis Mateo
June 20, 2026 at 3:11 am
it would be great to be able to manually add a placeholder delivery in order to keep track of my deliveries.
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How does AEDD algorithm account for extreme weather?

Aurora Bryant
February 25, 2024 at 6:52 pm
Honestly, this would help us to ease our shoppers through possible delays proactively.
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How can AfterShip improve the shipping experience for customers purchasing hair extensions or hair care products, ensuring real-time tracking updates and timely delivery?

abuja merre
December 19, 2024 at 8:09 am
To enhance the shipping experience for customers purchasing hair extensions or hair care products, AfterShip could focus on providing real-time tracking updates that are both detailed and easy to understand. For the hair industry, ensuring timely delivery is critical, as customers expect to receive their products in a timely manner, especially for events like weddings, parties, or other special occasions. Additionally, offering automated notifications at each stage of the shipping process — from dispatch to in-transit updates and delivery confirmation — would allow customers to stay informed and reduce anxiety around the arrival of their products. A specific feature that would be beneficial in the hair industry is providing an estimated delivery window based on the type of hair products purchased, considering how delicate and time-sensitive hair products can be. Another improvement could be offering customized delivery options, like express shipping for urgent orders or delivery tracking tailored to customers’ needs based on their location, enhancing convenience and customer experience. By integrating these features, AfterShip could help ensure a seamless experience for customers in the hair industry, driving satisfaction and repeat business.
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Need fast access for copying customer information (Look at Shopify as an example)

Andrew Trousdale
November 19, 2024 at 7:16 pm
If you are working with many different returns in one day, there needs to be a quick way to copy information like in Shopify as example. Please reference the far right side of this image:
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