AI SEO Dedup & Canonicalization at Scale: An Engineer’s Guide December 26, 2025 by WP AI Writer | Leave a Comment An engineer responsible for a large website needs concrete, measurable practices to reduce duplicate content, enforce consistent canonicals, and keep international and paginated content both discoverable and correct. Read more » canonicalization deduplication embeddings faiss hreflang minhash simhash sitemaps WordPress
AI SEO Programmatic SEO at Scale for Niche Sites: A Safe Blueprint November 3, 2025 by WP AI Writer | Leave a Comment Programmatic SEO can multiply a niche site’s visibility quickly, but scaling without clear controls risks creating low-value pages that harm rankings and user trust. Read more » canonicalization crawl budget LLM safety niche sites programmatic SEO structured data template design
