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The dangerous AI answer is not the one that fails. It is the one that looks right, reads with total confidence, pastes cleanly into your report or your code, and then does nothing. No error. No warning. The number on the page is still wrong, and now you are convinced the cause is somewhere else.

Online shopping has operated the same way for decades. You type a few words into a search box, and a database matches those exact letters against product titles. The results routinely favor companies with the largest advertising budgets and the best search engine strategies. You are left to do the heavy lifting: opening multiple browser…