DataPrepSEO: First-Party Data Injector for AI Content Writers

claude does the drafts but the only posts that actually ranked for us had our real numbers or screenshots in them. the fully generated ones went nowhere

The thing that separates AI content that ranks from AI content that doesn't isn't the prompt, it's what you feed in. Two articles from the same model on the same keyword perform completely differently depending on whether the input was "write about X" or "here are my support tickets, my product docs, and three things I learned that contradict the top-ranking articles, now write about X." Model output is a compression of what already exists on the web. If your input is only the keyword, you're by definition producing a slightly worse version of the pages already ranking. There's no reason for anything to move. So the useful split is: AI for structure, drafting, and speed. Human for the parts that can't be inferred from existing pages. Original data, screenshots of the actual thing, an opinion that would get you argued with, a specific number from your own account. That's the part that earns the ranking, and it's also the part nobody can copy from you. What I'd avoid: publishing volume as a strategy. Twenty thin pages on one site drag down the ten good ones, because site-level quality signals exist and don't care that page 14 was cheap to produce. Also worth pointing out that "does it rank" is becoming a weirder question. A chunk of informational queries now get answered before the click. Which pushes the value toward content that has to be visited to be useful, comparisons with your own testing, tools, calculators, and away from "what is X" explainers. Curious what niche you're working in, because the answer is genuinely different for a competitive commercial keyword versus a long tail nobody has covered properly.