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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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Saving Clients

Scott Williams
August 20, 2026 at 6:51 pm
We use this to ship to clients it would be nice if we could save clients within the system to send notifications to. 
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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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Anti-fraud reporting and risk checks

Penelope Perry
March 4, 2024 at 5:19 pm
As a business owner, I am seeking a system that can facilitate risk level scoring for each RMA (Return Merchandise Authorization) and enable my staff to input risk assessment findings based on actual RMA inspections. This system will enable us to assess risk levels effectively and respond accordingly. Moreover, the system will allow for the reporting of any detected fraud instances.   Implementing this system is crucial for mitigating fraud occurrences, as well as proactively preventing future fraudulent activities. Such measures are instrumental in safeguarding my business's profitability in the long term.
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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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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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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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Custom RMA Cancellation Timeframe

Abby Hatchimonji
March 11, 2025 at 8:33 pm
Enable merchants to customize the duration before an RMA is automatically canceled. Currently, the system only allows for auto-cancellation after 28 days of inactivity. To better suit our company's needs, we would like the option to extend this period.
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Add ability to block a return and direct customer to warranties

Jeremy Bobbitt
February 3, 2025 at 8:18 pm
Add the ability to block a return and direct the customer to the warranty portal. Bonus if you could log the customer in and auto fill information.   Potential Mockup Potential User Experience
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Want to create a landing page for referral program and for affiliate program.

Karan Singh Majila
July 16, 2025 at 10:42 am
We want the feature for referral program page through which we can dedicated referr to the customers and one affiliate program for our influencer through which they can track their progress and commisions. 
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