top of page
Your Retail Media ROI Has a Shelf Problem
Retail media ROI depends on shelf stability. If availability, pricing, or content are broken, incrementality metrics become noise.
Dmitriy Graevskiy
3 days ago2 min read


Shelf Monitoring Isn't a Project. It's a Practice.
Most brands treat digital shelf monitoring as a one-time project. But your shelf doesn't hold still — and in an agentic commerce world, that's a cost.
Dmitriy Graevskiy
Mar 312 min read
Zero-Click Commerce Is Here. Your Product Page Has Never Mattered More.
Most CPG brands know AI shopping agents are coming. Very few have asked what that actually means for their product pages. Amazon Rufus, Walmart Sparky, ChatGPT Shopping — these tools are already answering "what should I buy?" and completing purchases without the consumer ever scrolling through a product listing. Analysts call it zero-click commerce. The name is accurate: the click that used to drive your conversion funnel now often doesn't happen. That changes something funda
Dmitriy Graevskiy
Mar 242 min read
Your Product Page Has a New Audience. It Doesn’t Think Like a Shopper.
AI shopping agents are changing what it means to have a good product page. Here’s what brands need to know about optimizing for agentic commerce.
Dmitriy Graevskiy
Mar 172 min read
The Hidden Cost of Content Drift on the Digital Shelf
Your products live on retailer sites you don't control. Most brands assume their content is current. Here's what actually happens when someone looks.
Dmitriy Graevskiy
Mar 103 min read
Why MAP Policies Fail (And What Actually Fixes Them)
Most brands have a MAP policy. Most MAP policies fail. Here’s the real reason — and what brands doing it right actually do differently.
Dmitriy Graevskiy
Mar 33 min read


Weekly Brand Performance Report & Daily Health (June 2025)
Intodat adds daily Brand Health alerts, weekly Performance reports, plus new metrics & UI—actionable insights to safeguard and grow your e-commerce brand.
Dmitriy Graevskiy
Jun 25, 20251 min read


What if a Brand Fails Digital Shelf Analytics?
Using the wrong approach can have significant costs for a brand. We’ll outline the key data to track, along with actionable steps.
Dmitriy Graevskiy
Nov 7, 20244 min read


Who Benefits from Digital Shelf Analytics in a Brand?
Let’s shift the focus to who can benefit from Digital Shelf Analytics. Spoiler alert: many roles within a brand can leverage these insights!
Dmitriy Graevskiy
Oct 31, 20244 min read


Why Is Digital Shelf Analytics Important?
The main questions are: “What is the problem?”, “Why do brands need this type of analytics?”, and “What happens if we skip it?”
Dmitriy Graevskiy
Oct 30, 20243 min read
bottom of page
