Most B2B content teams treat publishing cadence as a bandwidth problem. Run the numbers across a 24-month runway and it becomes a capital allocation problem with a specific tipping point where refreshing beats publishing new.
Google's March 2026 core update split content programs into two tiers based on quality, not volume. This post models the exact stage-by-stage automation order that maximizes indexed-asset yield for two-person teams spending under $3,000 per month.
AI Overviews have repriced what an indexed blog post is worth, and the publishing volume that justified most B2B content budgets 18 months ago no longer holds up. This post rebuilds the cadence-versus-investment model using 2026 CTR baselines, post-March indexing behavior, and the specific volume thresholds where consistent publishing still pays off.
Google's March 2026 core update raised the cost floor on every B2B article you publish. This post breaks down the exact per-cadence budget math, indexed-asset yield calculations, and a realistic publishing plan for two-person teams working with the new quality requirements.
AI Overviews have cut informational CTR by 61% while AI-referred traffic converts at 5x the rate of organic search. Two-person B2B content teams still scheduling around keyword volume are misallocating their entire production budget. This post models the exact calendar restructuring you need.
A single decaying post diagnosed at month six costs $400 to fix. Wait until month eighteen and that same post becomes a $12,000 problem. Here's the dollar math behind content inventory timing, and why two-person teams should spend their first production slot each month on triage instead of net-new content.
Google's AI Overviews have made multi-surface distribution a revenue variable, not a nice-to-have. This post models the exact per-post cost, shows the pipeline delta at months 6 and 12, and identifies the single automation integration that lets a two-person team run distribution without adding headcount.
Most B2B content teams measure AI ROI against draft costs. This post builds a concrete multi-touch attribution model that connects published articles to assisted pipeline at months 6, 12, and 18, and shows why the real question is whether your measurement infrastructure can capture the compounding returns at all.
AI Overviews have gutted the traffic assumptions behind most B2B content budgets. This post builds the exact per-page cost model for programmatic SEO on a sub-$2,000/month budget, including breakeven timelines, quality thresholds, and the failure modes that turn volume into a liability.
