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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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Getting started

Discreet Life
January 21, 2026 at 4:52 am
im trying to figure out how to connect my store Discreet Life to shopify to get this app going. Thanks!
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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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Notification before wine is shipping

Daniel Hauck
December 9, 2025 at 3:29 pm
A notification to give the customer the opportunity to change their requested ship date. This allows wineries to change the date without re-directing.  Using the RSD and sending a notification 3 days or so before. 
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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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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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"Back Button" on RC Portal is not clear or prominent enough

Jason Ma
January 31, 2025 at 6:49 pm
The “Back” button on the RC portal is not obvious or prominent enough. It is too hard to find and blends into the page. 
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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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Removing the background in the mobile view of emails

Giulio Riotta
January 24, 2025 at 1:30 pm
Good morning, When viewing notification emails on a mobile device, the background colour only appears at the top as a small strip. As a result, the background colour on the sides and beneath the email is completely lost. I therefore propose hiding the background area entirely on mobile, displaying only what is within the content background, which is the main body of the email. Thank you.
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Return comments on reports

Mariko Peet
September 15, 2025 at 8:57 pm
We would love to be able to see the return comment information our customers provide when returning items within the return reports we download. Our customers are using the comment box to describe the return reason in depth but this information is lost when it comes to dowloading the return reports.
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