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While using personalization, I want to understand the actual product results generated by these algorithms and the reason behind the chosen product displays for shoppers.   If I can preview the recommendation results in the admin, it would reduce uncertainty, ensure optimal outcomes, and improve my marketing strategies to boost conversions.

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.

I would like to view the chart showing reasons for late shipments in the current on-time report that I am using.

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.

Show all packages to a us zip code

Currently the aftership is one way communication making it diffucult for business to see integrated full status at one place again when customer login to their shopify page they see status of item still on the way as shopify stops at fullfilled stge. Though the track order option by Aftership is good it is still a bad customer experience.

Consider leveraging Estimated Delivery Dates for Return Shipments as a column on the Returns Dashboard

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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.

Currently, I can only choose from 3 resolution options in Warranty admin: Repair item, Replace item & Other. At the end of the day, I need to manually export a list of Warranty claims and see how many store credit resolutions were recorded. (By using the “Other” option with a note.) This process is very time-consuming and inefficient.    It would be very helpful if a direct "issue store credit" feature were integrated, potentially automating the process across platforms like Shopify.