Author Archives: Claude Vincent

Diagram showing two separate pipes for AI: a training pipe where crawlers copy your published pages into model weights, and a retrieval pipe where search agents fetch live pages and cite them.

AI Training Data

AI training data is the large collection of text, images, code, and other content used to train AI models such as large language…
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Product Schema for E-commerce: Prices, Reviews, and Rich Results

Product Schema for E-commerce: Prices, Reviews, and Rich Results

Product schema can earn rich results with price, availability, and star ratings. The key properties, the merchant listing requirements, and how to avoid…
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Geo IP Blocking

Geo IP Blocking

Best practices guide for Geo IP Blocking (IS-003). Priority: High. Batch check required.
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Log File Analysis for SEO: The Complete Guide

Log File Analysis for SEO: The Complete Guide

Every other tool you use to understand crawling makes an educated guess. A crawl simulator tells you how a bot could move through…
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