02
Technical
How ChatGPT Recommends Brands
ChatGPT Shopping evaluates stores differently than Google. It reads structured data, evaluates brand entity, and scores recommendation confidence. Here is exactly how it works.
6 min read→
03
Foundation
What AI Agents Actually Read
Human View vs AI View. Your beautiful website is not what AI sees. This guide shows exactly what signals AI agents read, extract, and evaluate when they visit your store.
7 min read→
04
Technical
llms.txt Explained for Shopify
Shopify added llms.txt to every store in May 2026. File existence is not enough. This guide explains what makes a good llms.txt and how to optimize yours for AI recommendation readiness.
5 min read→
05
Technical
AI Retrieval Signals: The 8 Factors
The eight signals AI shopping agents use to evaluate every store. Semantic Clarity, AI Readability, Trust Confidence, Intent Match, Crawlability, Commerce Accuracy, Recommendation Confidence, and External Authority.
9 min read→
06
Technical
How Perplexity Cites Brands
Perplexity operates completely differently from ChatGPT. It crawls in real time, weighs external citations heavily, and cites sources directly. What this means for your store and how to optimize for it specifically.
5 min read→
07
Strategy
Recommendation Share: The New Market Share
Recommendation Share is the percentage of high-intent buying prompts in which your brand appears. It is the most important metric in AI Commerce Intelligence. This guide explains how to measure and improve it.
7 min read→
08
Foundation
Machine-Readable Commerce
Most stores are built for humans. Machine-Readable Commerce is the practice of building for AI. Schema markup, price visibility, trust signal structure, and the architecture of a store AI can confidently recommend.
8 min read→
09
Strategy
AI Visibility Risk: What It Costs You
More than half of scanned stores score below 50 on the AI Commerce Score. This guide explains exactly what that means in revenue terms, how to calculate your exposure, and the fastest path out of the risk zone.
6 min read→
10
Advanced
Prompt Visibility Testing
The most direct way to measure AI Commerce visibility. Send real buyer prompts to AI systems and track whether your brand appears, at what position, and who shows up instead.
10 min read→