Complete Sales & Marketing Guides
In-depth, product-agnostic guides covering buyer signal detection, AI automation, GTM strategy, ROI measurement, and revenue optimization.Each guide is 6,000-10,000 words with actionable frameworks you can implement today.
Foundation
Core strategies and design principles
Complete Guide to Buyer Signal Detection 2025
Move beyond MQL to Intent Data. Learn how to detect, score, and act on buyer signals using GA4, CRM workflows, and event-driven architecture.
AI Sales Automation Design Philosophy 2025
Autonomous action vs AI suggestions. Design principles for trigger-action flows, approval workflows, and ROI-driven automation.
GTM Strategy Playbook: Marketing × Sales × CS 2025
Align Marketing, Sales, and Customer Success with a unified GTM framework. RevOps best practices and cross-functional KPIs.
Sales Forecasting with AI: From Spreadsheets to Machine Learning 2025
Move from 64% to 88% forecast accuracy. Covers traditional methods, ML models (Prophet, Random Forest), Excel/Python implementation, and 30-day roadmap.
Measurement & Optimization
Data-driven tactics and ROI frameworks
ROI Causal Measurement: Holdout Experiment Design 2025
Go beyond correlation. Design holdout experiments, calculate Revenue Lift, and prove causation with statistical rigor.
Revenue Velocity Optimization Guide 2025
Optimize the 4 levers: deal count, win rate, ACV, and sales cycle length. Data-driven tactics to accelerate pipeline flow.
Multi-Touch Attribution Implementation Guide 2025
Master 7 attribution models with practical Excel/CRM implementation. Real case: $180K budget shift → $8.7M ARR (+37%). 30-day roadmap included.
Use Cases
Industry-specific playbooks and implementations
Customer Success Automation Playbook 2025
Maximize LTV with churn prediction, automated health scoring, proactive interventions, and expansion revenue triggers.
Product-Led Growth (PLG) Strategy Guide 2025
Design PLG funnels, define PQLs, optimize trial-to-paid conversion, and scale self-serve revenue motion.
AEO × SEO: AI-Era Search Optimization 2025
Optimize for AI search engines (ChatGPT, Perplexity, Gemini). Structured data, AI crawler optimization, hub-and-spoke architecture.
Account-Based Marketing: The Complete ABM Strategy Guide 2025
Complete ABM guide with signal-based account selection, multi-channel orchestration, and 90-day implementation playbook. 92% higher ROI, 60% better win rates, 171% larger deals.
Learning Paths by Role
Choose your path based on your role and goals. Each track builds progressively from fundamentals to advanced implementation.
Sales Teams
From signals to closed deals
Marketing Teams
Attribution, GTM & AI search
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