Meet the New Boss, Same as the Old Boss: Product Data, Fitment, and E-commerce for Automotive Success
The year is 2026. People no longer ask if you use AI; they ask how you use it and what services are critical to your workflow. Average consumers are turning to AI services instead of (or within) Google Search for researching products to buy, and automotive is included in… Read More
Product content & syndication Strategy
Two Shelves to Win: Open-Web AI vs. Retail AI
Treat open-web AI as the influence shield and retail AI as the transaction shelf. This is Part 4 of our ongoing series on winning in answer-driven search.In Parts 1, 2, and 3, we explored how search becomes a conversation,… Read More
Workflows: Empowering Teams in the AI Organization
This blog is the fourth of a series of blogs covering the fundamentals of organization wide AI platform deployment and adoption In parts one, two, and three, we covered the three core aspects of AI… Read More
Digital shelf & retail media Strategy
From Strategy to Execution: The Case for Commerce Enablement
For years, the commerce industry’s focus centered on large-scale platform selection, intricate feature comparisons, and ambitious roadmap promises. These strategic efforts were necessary, but they often left a gap between vision and reality when it came to operating a modern digital storefront day to day. As organizations head… Read More
The Missing Layer in Modern Commerce Stacks
The modern commerce stack is a marvel of engineering. We’ve replaced monolithic, rigid systems with agile, best-of-breed components: AI to personalize, PIM to centralize data, and Composable Commerce architectures to enable rapid iteration. Yet, despite billions invested in this digital… Read More
The EV Aftermarket Is Here: Why Managing Fitment for 9.75 Million Alternative Powertrains Starts Today
For years, the electric vehicle (EV) aftermarket has been a distant concept; a topic for future-planning conferences, not for today’s operational strategy. That future is now officially in the rearview mirror. The 2026 Auto Care Factbook delivers an unequivocal message: the EV aftermarket has… Read More
Product content & syndication Strategy
Is GEO > SEO? Why Executive Focus Must Shift
Part 2 of our GEO deep dive series continues to explore how brands can thrive when search becomes a conversation. New to the series? Read Part 1 first to see how it all begins. Treat GEO as a revenue program, not a… Read More
Defining a Golden Product Record in a Decentralized Tech Stack
Large enterprise brand-manufacturers often grapple with the challenge of maintaining consistent, high-quality product information across a decentralized e-commerce tech stack. This is particularly true for multinational organizations, where diverse regional needs and disparate systems can further complicate matters. The concept of a “golden product record” emerges as a critical… Read More
Product content & syndication Strategy
Why Content Quality Is Still the Most Overlooked Growth Lever in Marketplace Performance
It’s no secret that winning on marketplaces takes more than just showing up. Product listings are the heartbeat of marketplace success, but too often, they’re treated as a one-time task. A brand uploads product content, checks the box, and moves on. The problem? Stale content is silent content. Read More
Why Auto Care Standards Alone Won’t Win in Ecommerce
Auto Care Standards are like training wheels for product data. They’re essential for balance, but nobody’s going to win the Tour de France with them still on. Meeting Auto Care compliance ensures that your automotive parts data is accurate, structured, and recognizable across the supply chain. That’s important. Read More
