Published Oct 21, 2025
Beyond AI Chatbots: Turning BFCM Shoppers into Loyal Customers with Total Experience
Picture this: It’s Black Friday morning. Your store traffic is through the roof, orders are flooding in, and your team is doing everything they can to keep up.
But somewhere between “Order Confirmed” and “Your Package Has Shipped,” something goes wrong. A few delays here, a stock mismatch there, and suddenly, customers are asking, “Where’s my order?”
Now flip that story.
Imagine your order operations are fully automated at scale – no errors, no delays, no tickets, no downtime. Every system connected. Every workflow automated. You have full visibility into what’s happening across your business in real time. Shoppers get what they ordered fast, and once it’s January, once-seasonal buyers come back.
While there’s a lot of BFCM buzz about the front-end shopping experiences, market data shows us that end-to-end experience is what keeps customers coming back consistently. Even as AI powered shopping through chatbots opens new opportunities for growth, it is the brands that master post-purchase processes like order management, fulfillment, support and returns, that nail the total customer experience.
Closing the customer experience gap with end-to-end automation
According to Retail TouchPoints, 90% of consumers say they’ll repurchase after a positive delivery experience. Narvar reports 96% of shoppers who are happy with returns buy again, and Salesforce found 43% stopped buying from a brand after poor customer service.
The takeaway is clear: all aspects of the customer experience matter when turning shoppers into loyal customers. And guess what, data collected from 12,000+ Gorgias merchants found that repeat customers account for 44% of revenue and 46% of orders. That’s the growth opportunity you miss if you don’t invest in your total customer experience.
Yet, it’s surprising that: according to Deloitte, while almost 60% of brands believe they’re meeting consumer expectations, only 42% of consumers agree. Data siloes and disconnected processes across systems and departments are to blame for this customer dissatisfaction.
Think of a customer who has no order updates for days, only to find out their package is delayed on the day of delivery. The problem? The warehouse data never made it to the customer-facing app. That lack of visibility quickly turns excitement into frustration.
Brands that thrive at BFCM (Black Friday and Cyber Monday) bridge that gap. They orchestrate end-to-end ecommerce automation to achieve repeatable, scalable business processes: syncing product, pricing, inventory, and orders across storefronts, marketplaces, ERP, WMS/3PL, and customer support systems in real-time. As a result, they deliver consistently even when the pressure is on with unprecedented order volumes.
How Celigo helps brands deliver seamless shopper experiences
Celigo helps centralize operations across your ERP or system of choice. The platform connects all your business processes across the shopper journey – from discovery and checkout to delivery, customer service and returns – on a single platform.

Celigo connects and automates business processes across the shopper journey
As a result, your ecommerce operations now work as one unified machine. All your workflows are streamlined, no matter how many sales channels or fulfillment partners you have.
Moreover, Celigo provides a scalable technology infrastructure that can support major spikes in order volumes without downtime or performance drops. Its cloud-native architecture supports flexible connectivity and imposes no fixed limits on data volume or the number of concurrent integrations. Depending on flow design and endpoint capacity, the platform can process thousands of orders per minute. With a reported uptime of 99.995%, it provides reliable and consistent performance. Built-in AI supports managing integration loads, detecting anomalies, and improving data mappings – ensuring every order, fulfillment or update runs smoothly, even at BFCM scale.
Notably, Celigo has maintained 100% uptime over the last 10 years of Black Friday-Cyber Monday sales. So, you no longer have to sacrifice customer experience for scale.
Just ask Groove Life and Asam Beauty.

Groove Life transformed their order, fulfillment and inventory processes with Celigo, improving order accuracy, on-time delivery, and customer loyalty. Every order flows seamlessly from Shopify and Amazon to Microsoft Dynamics 365 ERP, eliminating missed shipments and delayed updates. Customers get exactly what they ordered, right on time. Celigo helped them reduce fulfillment errors by 80% and achieve a 99% on-time fulfillment rate. In addition to improving customer satisfaction, gains in operational efficiency helped reduce costs and resulted in significant time savings for their teams.

ASAM Beauty centralized all of their integrations with Celigo, connecting Microsoft Dynamics 365, Akeneo, Contentful, and a network of 3PLs. With systems communicating in real time, they achieved consistent, up-to-date inventory and shipping data across every channel. Orders are instantly routed based on stock availability and warehouse proximity; reducing processing times and improving delivery estimates. The result is a smoother, more transparent post-purchase experience that provides customers with accurate delivery timelines at the time of purchase.
Build loyalty that lasts beyond BFCM
The post-purchase experience is where true loyalty begins. Fast, accurate fulfillment, real time order visibility, quick issue resolution, and effortless returns can turn one-time deal hunters into repeat customers.
Look at the processes shaping your customer experience from checkout to delivery and beyond. Evaluate and assess:
- Are your ecommerce workflows automated end-to-end?
- Can your operations scale without adding manual processes?
- Is your data reliable when sales volume spikes?
- Do your IT and operations team sleep while supporting holiday sales?
If the answer is “no” to any of these, you’re not alone. That’s exactly how Celigo helps.
With BFCM approaching fast, now’s the time to ensure your systems can support a seamless customer experience. Learn about practical strategies by scheduling a demo or watching our recent discussion on how to: Holiday-Proof Your Tech Stack: Ecommerce Automation for Peak Season.
Experts from Walmart MCS, Pourri, and CQL discuss how to identify weak points, automate critical workflows, and build systems that perform when pressure is highest.
Just remember: the essentials of great customer experience haven’t changed, even if the technologies that enable it have. You’re in the driver seat to design the ideal experiences for your businesses and your customers.