AI search optimization, ABM strategy, pipeline attribution, and N8N automation — written for SaaS teams who measure marketing in ARR, not impressions.
Google Search Console still cannot tell you if ChatGPT or Perplexity is citing your SaaS content. Here is the 5-layer framework we use to actually monitor AI search visibility, from free GA4 setup through paid tracking tools.
A 6-point framework for auditing your SaaS backlink profile and vetting new digital PR link opportunities before they become a liability, built from Google's link spam guidance and published anchor-text research.
Branded and non-branded traffic get lumped into one organic line more often than not. Here's a five-step framework for splitting them in Search Console and GA4, and a Non-Brand Growth Ratio for telling real SEO growth from brand-driven vanity metrics.
A practical 4-signal scoring framework for deciding which decaying SaaS blog posts to refresh first, which to consolidate, and which to prune, built for low-authority sites that can't afford to lose organic equity to neglect.
Soft 404s let SaaS pages quietly fall out of Google's index while returning a normal 200 status. Here is a 5-step framework, built around four SaaS-specific patterns, to find and fix them.
A one-time GEO score check tells you where you stand today. This 5-KPI scorecard, built around Prompt Coverage Rate, AI Citation Share of Voice, Source Diversity, AI referral traffic, and AI Overview capture, tells you if it's actually working.
A 5-step framework for detecting, documenting, and disavowing a negative SEO link-spam attack, drawn from a real 500-plus domain campaign against our own SaaS site.
When Search Console impressions climb but clicks stay flat, it's rarely a ranking problem. Here is the Capture Gap Framework for telling AI Overview cannibalization apart from ranking loss, demand decline, and tracking gaps using GSC and GA4 together.
SaaS blogs publishing at high volume often cannibalize their own rankings. Here is a 5-step SERP Overlap Audit for finding, scoring, and fixing internal keyword cannibalization.
A four-signal Prune Score framework for deciding which SaaS integration pages, comparison pages, and other programmatic content to keep, merge, or remove, plus the crawl budget math behind why it matters.
One actionable insight per week: AI search changes, ABM plays, automation builds. Read in 3 minutes. No fluff.
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