Use when pipeline velocity is flat or declining, win rates are below 20 percent, sales cycles are lengthening, deals are single-threaded, or lead routing is slow. Use when MQL volume is prioritized over pipeline quality, when marketing and sales define funnel stages differently, or when signal-based engagement has not replaced linear nurture drips.
Use when messaging is inconsistent across sales and marketing, homepage conversion is low, buyers cannot articulate what makes you different, or positioning was never formally defined. Use when entering a new category, responding to competitive repositioning, launching a major product, or when customer research reveals a gap between how customers describe you and how you describe yourself.
Use when starting any marketing initiative, entering a new market, refreshing ICP, or when downstream marketing decisions lack customer evidence. Use when messaging isn't resonating, churn patterns are unclear, or positioning feels like guesswork. Foundational skill that feeds all other marketing skills.
Use when sales reps lack deal-stage-specific content, when the founder's sales knowledge lives in their head instead of a system, when win rates are declining or sales cycles are lengthening, when no buying group content map exists, or when reps spend significant time creating content that should already exist. Use when sales and marketing lack shared definitions and feedback loops.
Use when targeting feels unfocused, CAC is too high, churn patterns suggest bad-fit customers, or the ICP lives only in the founder's head. Use when entering a new market, conversion rates are low, or sales wastes cycles on wrong-fit accounts. Use after customer research is complete and before any channel or campaign decisions.
Use when the user needs to translate foundational marketing insights into an operational growth plan, select a GTM motion, prioritize channels, or create a 90-day execution plan. Use when marketing efforts feel like disconnected tactics without a coherent system connecting them to revenue targets.
Use when the user needs to build a strategic brand narrative, define thought leadership positioning, codify brand voice, or plan community and earned media presence. Use when brand is accidental rather than intentional, messaging could belong to any competitor, or AI search engines are shaping brand perception without input.
Use when launching a new product, feature, or market entry and needing a structured execution plan. Use when launches lack cross-functional coordination, asset creation is bottlenecked, internal enablement is being skipped, or launch timelines are stretching beyond reasonable windows. Use when needing to classify launch tier and compress cycles with AI.