Many developers look at how a lab like OpenAI collects web data and assume the right move is to copy the same approach for their own product. Some parts are worth copying. Many are not, because a lab building a language model and a team building a price feed or a jobs database are solving different problems. This post breaks down how search-oriented and training-oriented crawling works, then looks at where that model stops being useful for teams that need clean, structured re