Google's March 2026 core update split content into two populations: pieces that get cited by AI systems and pieces that get buried. This post builds a two-axis scoring framework and a hard economic threshold that shows a two-person B2B team, working with $3,000 per month, precisely where new article spend stops making sense.
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.
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.
Most two-person B2B content teams think they have a pipeline. They have three separate decay clocks running out of sync, and the math shows that fragmentation costs $68,700 over 18 months. Here is what the unified alternative actually looks like, and the specific volume threshold where it pays for itself.
AI Overviews are cutting top-ranking CTRs by up to 58%, and the standard content ROI model hasn't caught up. This post builds the exact breakeven comparison between traditional SEO articles and GEO-optimized ones for two-person B2B teams spending under $3,000 per month.
Sixty-eight percent of Google searches now end without a click, yet AI-referred traffic converts at 5x to 11x higher rates than traditional organic. This post models the exact dollar outcomes at months 6, 12, and 18 for B2B teams spending under $3,000/month, and shows which budget split generates more pipeline from less total traffic.
A measurable share of B2B content publishes, ranks briefly, and never compounds, costing lean teams up to $13,000 per year. This post models the dollar cost of 'invisible posts' using a five-signal authority decay index and a pre-publication checklist that cuts non-compounding output by 35-45% within a quarter.
Google's March 2026 core update made publishing order more expensive than publishing volume. This post models the exact dollar difference between reactive and sequenced editorial calendars across 18 months, and shows the specific threshold where adding one more article costs more than waiting two weeks to close a cluster gap first.
The March 2026 core update changed how Google scores topical authority, quietly making keyword-first topic selection a budget drain for small B2B teams. This post models how a three-signal intent-fit filter applied before ideation recovers 30-40% of monthly content spend within 90 days.
