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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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Missing pin feature

Nishant Dhiman
August 14, 2026 at 4:43 am
Image 1 — Shipment Selection & Pin Icon Behavior (pictures attached) When selecting shipments, the Pin icon should remain clean, clear, and fully visible when up to three shipments are selected. Once the user selects more than three shipments, the Pin icon should become visually disabled—either blurred, faded, or hidden—to clearly communicate that the action is unavailable. Please also indicate where the attached reference image should appear in relation to the Pin icon so that its placement and visual hierarchy are clear.   Image 2 — Pin Option Within the Shipment Menu (pictures attached) When the user opens any shipment and clicks the three-dot (⋮) menu, the following options should be displayed: 1:- Edit Shipment 2:- Mark as Delivered 3:- Pin at Top 4:- Delete The Pin at Top option should be presented as a polished, intuitive action within the existing menu, maintaining a premium and consistent user experience.   Thanks and Regards
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Show estimated delivery time on tracking pages

Amin Borghei
August 10, 2026 at 9:50 am
Most major carriers already provide an estimated delivery date/time as part of their tracking data, but this isn't currently surfaced in the app. Context: Customers tracking a shipment want to know when it will arrive, not just its current status. Right now they have to infer this themselves or check the carrier's own site separately. Issue to address: Add a field that displays the carrier's estimated delivery date (and time window, where the carrier provides one) on the tracking/order page. This would reduce "where is my order" support inquiries and improve the post-purchase experience. Suggestion: Pull the estimated delivery data from carriers that already expose it via their APIs, and display it prominently near the shipment status.
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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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All customization of review reminder email

Ilse Arevalo
July 27, 2026 at 9:56 pm
the only customization allowed is subject line and preview text for the reminder email, can't change the body copy of the reminder email.    benefit would be to add a secondary reminder of receiving loyalty points/an incentivization 
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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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Allow AfterShip customers to remove emails from the Unsubscribe list

Jim McGregor
January 23, 2025 at 4:07 pm
I have had customers who have accidently unsubscribed themselves from receiving AfterShip emails. I can see them in the Unsubscribe list, but I cannot remove them. Please add a feature that would allow AfterShip administrators to remove emails from the Unsubscribe list. Currently this process has to be done by the AfterShip tech team. By making this a self-service feature, you will reduce the labor required by the AfterShip team and make the product more efficient.
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Add Vinted Go Shipping to the Shipping list

Maxime Laffez
August 10, 2026 at 11:48 am
Hello, Could you add Vinted Go shipping to the shipping list in the next update, please? It's a very very good app to follow shipping. Thanks's in advance Best regards 
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Personalized discount display rule

Lucas Scott
May 8, 2024 at 9:26 pm
So, as a seller who often runs campaigns, I would love to have a cool discount setup that can be customized based on how customers behave.   For example, I could keep discounts hidden for shoppers with shopping carts over $1,000 but display them for those who have smaller carts, so that they would shop more to get a better discount.   This strategy can be effectively applied to our product recommendations, enhancing conversion rates and boosting average order values.
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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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