Operating playbooks
Resources for evidence-led growth operations
Practical guides for moving from KPI dashboards to paid, content, SEO, and GEO operating loops.
Object queue
Evidence panel
Human decision
Operation log
Next action
Generative Engine Optimization (GEO): The 5-Step Playbook for Perplexity and SearchGPT Citations
Generative Engine Optimization (GEO) is the discipline of structuring content with explicit entity anchors, verifiable data boundaries, and 45-word quotable blocks to maximize citation frequency in AI answer engines.
Read full guide โThe Deslop SOP: How to Strip AI Clichรฉs and Preserve Tradecraft Density in Technical Content
The Deslop framework is a multi-pass content quality gate that systematically identifies 20+ predictable AI filler tropes, recalculates evidence density, and enforces human sign-off before publication.
Read full guide โMulti-Touch Attribution for B2B Growth: Reconciling Platform ROAS with Actual Banked Revenue
Multi-touch attribution reconciliation bridges the discrepancy between ad-network reported ROAS and CRM realized revenue by establishing unified time-window baselines and factoring post-purchase economics.
Read full guide โHow to calculate Meta ROAS without confusing it with profit
Use purchase value and spend to calculate platform ROAS, then read it beside CPA, attribution, and commercial costs.
Read full guide โMeta CPA calculator: targets, zero outcomes, and sample size
Calculate CPA from spend and outcomes without turning missing or zero outcomes into misleading efficiency metrics.
Read full guide โMeta ad budget pacing: planned, expected, and projected spend
Compare spend to a manually selected daily pace without turning a projection into an automatic budget action.
Read full guide โMeta creative fatigue checklist: inspect evidence before the label
Review frequency, response rate, CPA, placement, and message consistency without claiming access to a private algorithm.
Read full guide โWhatsApp qualified-lead cost: keep conversations and leads separate
Calculate cost per manually qualified lead without treating every message conversation as buyer evidence.
Read full guide โMeta and Shopify attribution: why platform ROAS is not commercial return
Reconcile different measurement windows and definitions before using platform ROAS in a business decision.
Read full guide โCreator collaboration scorecard: benchmark audience, CPM, and rights boundaries
Evaluate creator authenticity, CPM efficiency, and deliverable review before sending sample products or contract advances.
Read full guide โAI Content Operations workflow: evidence-first production and quality review
Connect intent clustering, structured brief constraints, and human-in-the-loop review to eliminate generic AI fluff.
Read full guide โB2B SaaS SEO architecture: programmatic surfaces beside editorial deep dives
Structure programmatic directories and editorial thought leadership into clean taxonomy clusters for search crawlers.
Read full guide โGrowth operations: replacing passive dashboards with active opportunity queues
Transform high-intent audience signals into structured deliverables rather than admiring historical KPI charts.
Read full guide โMeta Advantage+ Scaling and Fatigue Control: The 4-Stage Heuristic Playbook
Meta Advantage+ fatigue control maintains continuous learning efficiency by deploying in-campaign creative rotations and bounded budget pacing when frequency crosses 2.8.
Read full guide โInfluencer Cold Outreach & 5-Metric Scorecard SOP: Securing High-Response Creator Collaborations
Influencer cold outreach SOP establishes high-response pitch frameworks and 5-metric qualification scorecards to secure Tier-1 creator partnerships with 90-day Spark Ads licensing.
Read full guide โE-Commerce Multi-Channel Attribution: Reconciling Shopify, Meta, and Google Ads for Real Net Margin
Multi-channel e-commerce attribution reconciles overlapping conversion credit between Shopify, Meta, and Google Ads by calculating contribution margin and blended Marketing Efficiency Ratio (MER).
Read full guide โClear operating boundaries
This site does not connect ad accounts, execute platform actions, call Stripe checkout, mutate Supabase, send email, or change budgets. CTAs only point to the existing staging app or browser-only tools.