Platform Data And Lessons On Growth

Amazon is not the finish line. It is the platform that happened to arrive first with rich ad data and sophisticated tools, but Walmart, Instacart, and eBay are all racing to catch up, and the brands that treat Amazon as the whole game are going to be caught flat-footed. That is the core warning from Sreenath Reddy, CEO and Co-Founder of Intentwise, in his conversation with host Michael Maher.

Reddy did not start out building tools for Amazon. Intentwise began as a bid optimization platform for large Google AdWords spenders. Customers kept shifting budget toward Amazon, so Reddy's company followed the money, and now Intentwise is expanding again as advertising options spread across nearly every retail platform.

Retail Media Is Spreading, But Not Evenly

Every major retailer now wants an ad platform, because retail is a low margin business and advertising drops straight to the bottom line. But Reddy was clear that not every platform will capture equal share of ad spend. He named three factors that determine how much retail media a platform can realistically support: the volume of traffic, how engaged that traffic is, and how often shoppers come back.

"There's about three factors that drive the size of retail media on any platform, which is what is your online traffic? How engaging is that traffic on your site? And how often do they come back?"

— Sreenath Reddy, CEO & Co-Founder at Intentwise

By that measure, Amazon still wins, not just because people shop there, but because Amazon has built reasons to keep people coming back for entertainment and other services. Other retailers are catching up on ad sophistication, but they are behind on the underlying engagement that makes advertising valuable in the first place.

Data Fragmentation Is the Real Bottleneck

Reddy pointed to a problem brands rarely talk about publicly: even within a single platform like Amazon, performance data is scattered across different reports, dashboards, and APIs. Early in Intentwise's history, some customers had to manually download data day over day and calculate the difference themselves just to know what happened yesterday.

"I remember the one pay account, you could not get daily spend and ad revenue data. You all you had was lifetime data. So literally, we had customers download data yesterday and download data from day before and do a diff to understand what happened yesterday."

— Sreenath Reddy, CEO & Co-Founder at Intentwise

Reddy was also careful about a word that gets thrown around too loosely in this space: unification. Everyone claims to unify data, but he argued the term is meaningless without a specific decision behind it. The real question is not whether you can see everything in one dashboard, but whether that combined view actually changes a decision you could not make otherwise.

"I think the point being, what decisions do you make? Or are you unable to make? Because you don't have this unified view? And if the answer to that is compelling, then you go build that view."

— Sreenath Reddy, CEO & Co-Founder at Intentwise

Experimentation Beats Ideas

Both Reddy and Maher landed on the same point from different directions: having a good idea is worth very little without disciplined testing behind it. Reddy argued that a brand's real competitive advantage might be its product, its supply chain margin, or simply its willingness to out-experiment competitors on advertising. Whichever it is, the winning move is consistent, methodical testing rather than chasing the next big idea.

"It is the discipline of experimentation, that is actually incredibly more important."

— Sreenath Reddy, CEO & Co-Founder at Intentwise

Amazon's Reach Is the Bigger Story

The conversation also turned to how far Amazon has spread beyond retail: pharmacy, logistics, cloud data hosting, healthcare, entertainment. Reddy's take was that Amazon's advantage is not any single category, it is organizational discipline that lets the company execute well across categories that would overwhelm most other companies. That is a different kind of moat than Google or Meta have, since those companies have largely stayed in one or two core lanes.

What This Means for Brands

• Do not assume ad platforms outside Amazon will behave the same way. Evaluate traffic, engagement, and repeat visits before shifting budget.
• Build a habit of asking what decision a report or dashboard actually enables before investing in more "unified" data tools.
• Treat experimentation as a core operating rhythm, not a one-off project, especially on newer or less mature ad platforms.
• Watch how quickly retail media options multiply. Being early on a growing platform can be cheaper and less competitive than staying only on Amazon.
• Recognize that content and following-building on Amazon are becoming as important as advertising efficiency itself.

Watch the full conversation between Michael Maher and Sreenath Reddy for more on how retail data and advertising are evolving across platforms.