There has been a sudden spike in partial order deliveries by Zomato. How would you solve it?
- Malcolm Sequeira
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Sudden spike could be because of following reasons:
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Restaurant partners
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Some changes in catalog that restaurant partners are not aware of (Awareness)
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Not enough stock of one particular item/few items due to walk-in unexpected demand (Stock issue)
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Not enough stock of one particular item/few items due to online unexpected demand (Stock issues)
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Some changes in the restaurant staff that caused spike (local bandhs/external issues where there’s more mind space by partners rather than items)
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Some unexpected factors like no power/machinery not working etc. in the restaurant
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Delivery partners
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Theft by some type of delivery partners who onboarded recently
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Packaging of the product is not right which is causing damage/spillage of specific kind of items (not an sudden spike causer, so ruling out)
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New DEs onboarded into the system and are unaware how to pick items and are missing out on a few items in a hurry
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Some feature release on DE app not showing all items to be picked up
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Customers
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Theft by some specific set of customers who onboarded recently on the app
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Wrong assumption that item is not delivered (not spike reason, ruling out)
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Wrong expectations from customers about items due to some catalog changes
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To further deep-dive, I will bucket these issues into metrics pareto I will look into to narrow down the reasons
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Restaurant partners traffic (Stock issue) |
Will check for region skew and restaurant skew to validate |
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Delivery partner behavioral issues |
Will check for DE pareto to validate |
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Customer wrong complaints (theft) |
Will check for CX pareto to validate |
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Catalog changes |
Will chekc for item pareto to validate |
Assuming it’s because of peak restaurant traffic, I would solve it through following:
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Restaurant partners
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By creating awareness of complaints increase
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By nudging on app only in case of high order volumes, to specifically give input that they have packed all items
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By retrieving money from restaurants in case of refunds to customers
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Zomato
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Would stop taking order froma particular restuarant if demand is very high and if there are high complaints
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Would order/prioritize other restaurants over hgih demand restuarant
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Will make certain items unavailable on the app (after confirmation from restaurant partner)
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Will modify the offerings of an item on app depending on stock availability
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