Blog
Buyer intelligence insights for e-commerce sellers.
GuideProduct Listing Optimization: How to Write What Buyers Actually Search For
Product listing optimization that wins starts with buyer language, not seller specs. Learn the cross-platform method and run a Category Scan to apply it.
GuideAmazon Product Listing Optimization: A Buyer-First Framework
Amazon product listing optimization works in order: research buyer voice first, then write each section to it. Get the four-step buyer-first framework here.
ComparisonAI Listing Optimization Tools Compared: Which Ones Actually Use Buyer Data?
Compare AI listing optimization tools by what feeds them. See which use seller input, which use keywords, and which start from buyer voice. Find the input gap.
GuideHow to Optimize Your Amazon Listing Using Real Buyer Language
Learn how to optimize your Amazon listing using real buyer language. Extract decision signals from buyer conversations, then map them to every listing section.
ArticleYour keywords still matter. They're just not enough anymore.
Amazon, Shopify, and Etsy all added an intent layer on top of keyword search. Here is what changed and what it means for product visibility.
how-toI Ran a 6-Point Security Audit on DecodeIQ Before Launch. Here's What It Found.
Zero budget. Six free tools. Two production domains. Here's every finding, fix, and accepted tradeoff from a full security audit on an AI-built e-commerce SaaS.
ArticleWhat Semrush's 2026 Ecommerce Guide Gets Right, and the Step It Skips
Semrush's 2026 ecommerce marketing guide tells sellers to write in buyer language, address real objections, and optimize for AI shopping agents. Solid advice. But it never explains where that language comes from.
ArticleGoogle Just Confirmed AEO Hacks Don't Work. Here's What Does.
Google's official AI search optimization guide reframes AEO and GEO as still being SEO. The mechanism behind AI visibility is non-commodity content, not formatting tricks.
ArticleInside a Voice Map: What 800+ Buyer Conversations Reveal About Your Category
A Voice Map is a structured representation of how buyers actually talk about, evaluate, and decide on products in your category. Here is what one looks like and why it matters.