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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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Influencer referral previews are off-brand and damaging to our image

Johan Slabert
October 1, 2025 at 12:04 pm
The current OpenGraph meta preview generated by AfterShip's referral link system is unacceptable. We run a professional e-commerce business in South Africa selling premium seat covers, yet the influencer link preview looks like a child’s sticker book. Confetti, a USD coupon graphic, and a generic "Get special offers" line? Completely irrelevant, off-brand, and frankly embarrassing when shared by influencers. This isn’t just a design problem. It reflects poorly on our business when our partners share this link on Facebook and social platforms. It gives the impression of an unprofessional or scammy brand — damaging our credibility and costing us leads. We don’t even use USD as our currency. Why are you pushing American coupon-style banners to international stores?
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SMS opt in at customer level

Isabella Davis
February 13, 2024 at 5:34 pm
As a retailer, it would be great if customer preferences can be collected and determine whether to send an SMS notification based on the subscription status synchronized via API.   Moreover, a customer-facing page that allows users to manage their preferences would be even better. We would love to communicate more with our shoppers, which will efficiently improve our customer satisfaction and brand reputation.
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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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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 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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Aftership Tracking App Suggestions

Saix XIII
September 14, 2026 at 6:39 am
 I just started using the app today and overall I do like it, but I have a few minor suggestions. 1. A compact mode: right now the list of tracking numbers/packages is very spread out. Consolidating it would make it look cleaner, IMO. 2. Allow me to put tags on them, custom or otherwise. For example I have a few incoming packages and a few outgoing ones. It would be nice to add tags to differentiate them and also filter by them if needed. Hopefully that made sense. Thank you.
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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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Refund after Expiration

Jack Blenkinsop
March 5, 2026 at 9:53 pm
Allow me to still refund if I choose even if the return request has expired. Now I have to recreate the return request making more work for me.
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Tracking dynamic updates for Emails

Sophia Anderson
March 8, 2024 at 3:29 pm
I guess for shipping emails sent out to my customers, it would be nice to have dynamic info that updates as the package progresses through the network. I also want all my existing emails to stay current.   The reason is simply that I wanna give my customers a unified experience by delivering consistent messages to them. I believe this will help with my customer satisfaction.
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