Essay 07 · Vol. III · retrieval · technical · Published March 26, 2026

Chunking is the new pagination.

How your document is split into retrieval chunks now determines whether its claims survive with their context intact.

Before a model ever reads your page, a retrieval system has already cut it into pieces. Those pieces — chunks — are the real unit that gets embedded, searched, and pulled into context. If a claim and the evidence that supports it land in different chunks, the claim arrives at the model orphaned.

This is a structural editing problem with no precedent in classical SEO. Pagination used to be about user patience; chunking is about epistemic completeness per fragment. Each retrievable span should be able to stand on its own.

Practically: front-load the claim, keep the qualifier adjacent, avoid burying the number three paragraphs from the assertion it quantifies. Write so that any single chunk, read alone, is still true.

Gilad Sasson

Gilad Sasson

aka Algoholic · גלעד ששון

Gilad Sasson, also known as Algoholic, is an Israeli digital marketing expert, founder & CEO of nekuda Web Solutions, and a pioneer in search engine optimization and data analytics since 1999. Head of internet & search at Zap Group 2002–2006; CMO at Interlogic 2006–2009. Speaker at SMX Israel, TNW Amsterdam, Web Summit Dublin, DMIEXPO.