Surviving Black Friday: How ShopScale Deflected 500,000 Calls in 24 Hours

By: Sarah Jenkins
February 08, 2026
eCommerce, CX
eCommerce AI
78% Call Deflection Rate
$4M Revenue Saved
45s Avg Resolution Time

Black Friday is the ultimate stress test for eCommerce infrastructure. For ShopScale, a platform hosting 50,000+ merchant stores, the 2024 holiday season was a near-disaster. Support ticket volume spiked 800% in 4 hours, crashing their Zendesk integration and leaving 20,000 customers on hold.

They estimated $4M in lost revenue due to abandoned carts from frustrated customers who couldn't get simple answers about shipping or coupon codes. For 2025, they looked for a solution that didn't involve hiring a temporary army of 500 agents.

The Challenge: The "WISMO" Tsunami

80% of eCommerce support volume is "WISMO" (Where Is My Order?) or simple policy questions ("What is your return window?"). These are low-value, high-volume queries that clog phone lines, preventing high-value shoppers with complex purchasing questions from getting through.

"We used to dread November. It meant 18-hour days, angry customers, and massive churn. With Qore, we actually sent our support team home early on Black Friday. It was silent in the office while the AI handled 500,000 calls."

— David Ross, CEO of ShopScale

The Solution: Order-Integrated Voice AI

ShopScale integrated Qore’s Voice AI directly with their Shopify and Magento APIs. The voice agent could authenticate a user by their phone number and instantly access their order history.

  • Proactive Status Updates: "Hi John, I see you're calling about your order #1234. It's currently out for delivery and should arrive by 2 PM." — answering the question before the customer even asked.
  • Automated Returns: Generating QR codes for return shipping labels and emailing them to the customer instantly during the call.
  • Cart Recovery: If a high-value customer abandoned a cart, the AI would proactively call (with permission) to offer a 5% discount or answer sizing questions.

The Results: A Silent Victory

During Black Friday 2025, traffic hit unprecedented levels, but support queue times remained at 0 seconds.

  • Deflection Rate: 78% of all incoming calls were fully resolved by the AI without human intervention.
  • CSAT Score: Rose from 3.2 to 4.5. Customers appreciated the instant answers.
  • Revenue Impact: $4M in saved revenue attributed to real-time cart recovery and instant support availability.