IDC projects brands will spend 5x more on LLM optimization than traditional SEO by 2029, yet no one has modeled what a single AI citation actually costs. This post builds that unit economics framework and maps the specific workflow decisions that raise citation rates across ChatGPT, Perplexity, and AI Overviews.
IDC projects brands will spend 5x more on LLM optimization than SEO by 2029, yet 76% of AI citations still trace back to top-ranking Google pages. This post maps the structural choices -- question-based headers, 40-60 word answer blocks, claim-level sourcing -- that protect your search rankings while improving citation odds across ChatGPT, Perplexity, and AI Overviews.
Zero-click searches now account for 58% of queries, and AI Overviews are swallowing the rest. Here's why small B2B content teams should stop publishing more posts and start seeding communities instead -- with a full operational workflow for doing it.
Google AI Overviews, ChatGPT search, and Perplexity each pull citations differently -- and small B2B content teams can't afford three separate workflows. This piece maps the structural decisions that improve your odds across all three platforms without tripling production costs.
Fixed publishing schedules made sense when search worked differently. Now, with AI Overviews and citation-based discovery reshaping how content gets found, the real question for small B2B teams is which posts are decaying, which are gaining traction, and where authority gaps exist right now.
A decade of B2B content strategy built on volume, keyword optimization, and organic traffic is colliding with Google's March 2026 core update and AI Overviews. This post audits which tactics are now actively harmful and which foundational principles have proven durable.
Google's March 2026 core update and the spread of AI Overviews have quietly shattered the $25-$30 per-article math that B2B content teams relied on. Here's what a fully-loaded, six-step cost model actually looks like now, and why more AI means more human oversight, not less.
