The shift
For two decades, B2B SEO was an exercise in matching keywords to landing pages. Pick your terms, build the page, earn the backlinks, wait. That motion is breaking down in real time — not because Google is dying, but because the surface area of search is expanding faster than most teams can adapt.
Buyers now bounce between ChatGPT, Perplexity, Gemini, and Google in a single research session. The page that wins the click is rarely the page that wins the citation in an LLM answer. Two different games, played at the same time.
What still works
Deep, well-structured content still wins — arguably more than ever. LLMs reward the same signals that always mattered: clear hierarchy, unambiguous claims, real expertise, and source attribution. The teams pulling ahead are the ones treating content as a product, not as a marketing tax.
What to build now
Three things: a knowledge base your content engine can pull from, an architecture that crawlers and LLMs can parse, and a small set of cornerstone pieces that other content links into. Most teams skip step one and wonder why their output feels generic.
The 90-day playbook
Weeks 1-2: audit. Weeks 3-4: build the knowledge base. Weeks 5-8: publish four cornerstone pieces. Weeks 9-12: layer in distribution and measure citation share in LLMs alongside traditional rankings. Boring, methodical, and the only thing that compounds.