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From JSON to Markdown: Reducing AI SEO Analysis Token Costs by 90%

This story is from 2026-10-25. It is preserved in the archive; the latest stories are on the live feed.

AI SEO analysis pipelines usually run into two problems quickly. First, the more data you analyze, the more input tokens you send to the model. Adding more keywords, markets, competitors, pages, or result rows makes every prompt longer. That may not matter for a one-off analysis, but it matters whe…

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  1. 2026-10-25 10:33 · DEV Community — AI
    From JSON to Markdown: Reducing AI SEO Analysis Token Costs by 90%

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