Field notes

Extraction failures in B2B pages

The blog follows one question: why do answer engines describe some companies cleanly and blur others into a category soup? I publish one analytical article every week, usually built around a single extraction failure and the page structure that would prevent it. Once a month, I write a quote map note comparing how a homepage, docs page and AI answer describe the same product.