seo-optimizer

Audit the draft against a must-cover entity list, prioritize missing entities by importance score, and insert each one as a meaningful sentence in the most topically relevant section. Verify the surrounding paragraph still reads naturally after every insertion.

Place internal links at natural editorial moments where the text references a concept covered more deeply on another page. Limit placement to one link per 200 words and use descriptive anchor text that matches the target page topic.

Entity insertion adds a term with enough explanation to be useful to the reader, while keyword stuffing repeats terms without context. This approach caps any entity at two mentions and rejects standalone insertions like "This approach also involves [entity]."

Avoid it when a high-importance entity cannot be incorporated naturally into existing prose; forcing it degrades readability. Instead, flag the entity for a new section or note it as a knowledge base gap.

No. The process makes surgical additions to existing paragraphs or inserts short new sub-sections, leaving the original draft structure and voice intact. It works on both new drafts and already-published pieces needing an SEO refresh.