Product Feed Optimization
Use Merchant Center Diagnostics to Find Hidden Growth Constraints
Merchant Center diagnostics reveal hidden eligibility issues that limit Shopping and Performance Max scale before campaign metrics change.
Multichannel Performance Breaks at the Feed Layer First
Most multichannel performance issues start in the product feed. Fix attribute drift across platforms before adjusting campaigns or budgets.
Walmart's ChatGPT Deal Exposes What Actually Decides Which Products AI Assistants Recommend
Structured catalog data now controls whether products surface in ChatGPT, PMax, and generative search—not just Merchant Center approval.
Engineering Feed Data for Campaign Usability and PMax Clustering
If your product feed looks healthy but ROAS keeps moving, the problem isn’t compliance. It’s missing segmentation signals. Here’s what platforms actually use to cluster, prioritize, and bid on your inventory.
The Shoppable LLM Loop: Reddit DPA + AI Search
Most brands treat Reddit like a social channel. AI treats it like a validation layer. Learn how to connect subreddit consensus, product feeds, and DPAs to make your inventory retrievable inside Gemini, ChatGPT, and AI Overviews. Save this if you manage feeds.
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What Merchant Center Checks Every Time Your Prices Change
Learn what Google Merchant Center checks when prices change—and how feed timing, sale logic, and Smart Bidding impact eligibility and performance.
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How Fragmented Product Data Sabotages Store Growth
Missing or invalid GTINs can suppress your products in Google Merchant Center, reducing auction eligibility and inflating CPC. Here’s how to fix it.
