On 1 April, thousands of customers of the delivery platform across France got confirmation emails for orders worth more than €450 (£380; $530).
Many took to social media to express anger at the stunt.
Late on Thursday, Deliveroo informed its customers via Twitter and email that it had not been serious.
"We confirm that it was an April Fool's joke," the clarification read. "You can enjoy the evening by ordering the pizza of your choice."
But few customers were amused. One of them said he had "almost had a stroke" after receiving a €466 invoice for 38 pizzas that he had never ordered.
Many recipients said they panicked and tried to call their banks to block any payment.
"This is chicken-brain communications," another angry customer tweeted.
The fake invoices included the customer's first name at the top of the message, preceded by the words "Excellent choice". Deliveroo added that as a loyalty reward, 50 sachets of hot sauce were being thrown in for free.
In France as in many other countries, the platform has seen a boom in demand during the Covid-19 pandemic amid severe restrictions placed on restaurants.
Government 'help' to business is just as disastrous as government persecution... the only way a government can be of service to national prosperity is by keeping its hands off.