Most SEO tools look at pages statelessly. But when we gave each page its own change history, the agent started connecting regressions to specific edits and stopped repeating old bad ideas. (ie: Claude caught that we had removed “Clay” from a page title two months ago, which caused impressions for Clay-related queries to drop 97% without us knowing.) It also proposes new names to gradient descend better SEO. Every week it pulls GSC data, spawns one Opus agent per page, and opens a PR with proposed fixes plus reasoning (nothing gets applied automatically). I wrote up the full build: architecture, skill files, the JSON “notebook” each page carries around, and the open-source code if you want to steal the pattern: https://futuresearch.ai/blog/self-optimizing-seo-pipeline/ submitted by /u/kotrfa
Originally posted by u/kotrfa on r/ClaudeCode