using lorebooks for SEO content generation, has anyone actually tried this

been going down a rabbit hole with lorebooks after seeing a few posts here about brand chatbot use, cases, and it got me thinking about whether the same keyword-triggered context injection could work for SEO content workflows. like instead of stuffing a system prompt with brand voice guidelines, target keywords, audience info, and topic, clusters, you’d have it pull in only what’s relevant based on what’s actually being generated at that moment. on paper it sounds like it could help with consistency across a big content operation, especially, for niche sites where you need the AI to stay on-brand without bloating every single prompt. but I’m not sure if this is actually better than just using RAG or a well-structured system prompt. anyone here tried wiring something like this up for content generation? curious if the lorebook approach holds up outside of creative writing contexts or if it’s more trouble than it’s worth.

submitted by /u/parwemic
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