AI-Driven Commerce Needs an AI CMS: Lessons from eBay and Papa Johns

While eBay represents a massive marketplace ecosystem, Papa Johns demonstrates how AI is transforming direct-to-consumer digital commerce in the restaurant industry.

The company has made significant investments in digital ordering, personalization, and customer engagement that are powered by AI.

Conversational Ordering

AI-powered assistants are enabling customers to order food through natural conversations across multiple channels, including:

• Mobile apps

• Messaging platforms

• Voice interfaces

Instead of navigating complex menus, customers can simply say something like:

“Order my usual pizza for delivery.”

AI systems understand preferences, location, timing, and promotions to complete the order quickly.

Personalized Promotions

Papa Johns is also using machine learning to personalize marketing offers and promotions based on individual behavior.

AI models analyze factors such as:

• Order history

• Time of day

• Location

• Customer preferences

This allows the company to deliver targeted promotions that increase conversion rates and customer loyalty.

Predictive Demand and Operations

AI isn’t just improving the customer experience. It’s also optimizing operations. Predictive models help forecast demand, adjust inventory, and optimize delivery logistics.

Together, these innovations help Papa Johns operate more efficiently while delivering a more engaging digital experience.

The Hidden Requirement: AI-Ready Content Infrastructure

When companies deploy AI in commerce, most attention focuses on models, data science, and customer-facing features.

But there’s another critical layer that often gets overlooked:

Content infrastructure.

AI-powered commerce requires content systems that can support:

• Structured product data

• Dynamic content delivery

• API-first architectures

• Rapid experimentation

• Real-time personalization

Traditional CMS platforms, especially those designed around page-based publishing, often struggle in these environments.

Modern digital commerce experiences require something different: a headless, API-driven, developer-friendly CMS platform that integrates seamlessly with AI services and modern commerce architectures. Modern e-commerce stacks need an AI CMS.

Why AI-Driven Commerce Works Well with CrafterCMS

Both eBay and Papa Johns rely on CrafterCMS to power their customer-facing platforms, and this is exactly where CrafterCMS excels.

Learn more: How eBay Built a Unified Content Platform on CrafterCMS

CrafterCMS was designed from the beginning for high-performance, API-first digital experiences, making it well suited for AI-driven commerce environments.

Key capabilities include:

Structured Content for AI

AI systems perform best when content is structured and accessible. CrafterCMS uses Git-based structured content models that make it easier for AI systems, recommendation engines, and personalization platforms to consume and reason over content.

This becomes increasingly important as organizations adopt AI-driven discovery, personalization, and conversational commerce.

API-First Delivery

CrafterCMS separates content authoring from content delivery using a fully decoupled architecture. Content is delivered via APIs to websites, mobile apps, kiosks, e-commerce and conversational interfaces.

This flexibility allows AI-powered applications to retrieve and assemble experiences dynamically.

High-Performance Digital Experiences

Commerce platforms require extremely fast response times. CrafterCMS’s stateless delivery architecture allows organizations to scale globally while maintaining high performance for content-driven experiences.

This architecture works well alongside modern commerce platforms, recommendation engines, and AI-driven personalization systems.

AI-Enabled Workflows

CrafterCMS enables the move toward a new generation of AI-enabled content workflows, where AI can assist with content generation, transformation, and optimization.

As generative AI becomes embedded in development tools and content pipelines, this capability becomes increasingly valuable for teams managing complex digital experiences.

The Future: AI-Native Digital Commerce

The strategies being pursued by companies like eBay and Papa Johns point toward a broader industry shift.

Commerce experiences are evolving from:

• Static browsing

• Keyword search

• Manual navigation

Toward something much more dynamic:

• Conversational discovery

• AI-generated recommendations

• Personalized digital storefronts

• Automated content generation

In this new world, AI becomes the interface between customers and digital platforms.

And behind that interface sits a critical system: the content platform that powers every product page, promotion, campaign, and customer experience. As digital commerce becomes increasingly AI-driven, organizations will need content infrastructure that is equally ready for that future.

AI-Driven Experiences Need an AI-Ready CMS

The examples from eBay and Papa Johns illustrate an important reality: AI innovation in commerce doesn’t happen in isolation. It depends on the digital experience stack that powers content, data, and customer interactions.

Organizations building AI-powered commerce platforms need content systems that are:

• API-first

• structured

• scalable

• developer-friendly

• ready to integrate with AI services and automation tools

That’s why forward-thinking brands like eBay and Papa Johns are increasingly adopting, AI-enabled modern platforms like CrafterCMS to power their digital experiences.

As AI continues to transform how customers interact with digital brands, the CMS itself must evolve as well.

Welcome to the era of the AI CMS. 

Learn More

Try the AI-enabled CrafterCMS today by registering for a free trial here.