ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Covers 5-layer intelligence system, win/loss analysis, and tracking cadence.
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Systematic competitor tracking. Not obsession — intelligence that drives real decisions.
Direct: Same ICP, same problem. Indirect: Same budget, different solution. Future: Well-funded startups in adjacent space. Update the 2x2 Threat Matrix quarterly.
Track per competitor: product moves, pricing changes, funding, hiring signals, partnerships, customer wins/losses, messaging shifts.
SWOT per competitor. Competitive positioning map (2-axis). Feature gap analysis table.
Monthly: Review tier-1 competitors, update battlecards. Triggered: Funding, launches, pricing changes. Quarterly: Full landscape review, positioning map refresh.
Interview every lost deal >$50K ACV, every churn >6 months tenure. NOT conducted by the AE who worked the deal. Aggregate findings monthly: win/loss reasons ranked by frequency.
Over-tracking signals: Roadmap driven by competitor launches, morale drops when they fundraise. Under-tracking signals: AEs blindsided on calls, missed major competitor launches. Right posture: Know competitors well enough to win. Don't let them set your agenda.
| Signal | What it means |
|---|---|
| Competitor win rate >50% in your core segment | Fundamental positioning problem |
| Same objection from 5+ deals: "competitor has X" | Real feature gap |
| Competitor hired 10 engineers in your domain | Major product investment incoming |
| Intelligence Type | Feeds To | Output Format |
|---|---|---|
| Product moves | CPO | Roadmap input, feature gap analysis |
| Pricing changes | CRO, CFO | Pricing response recommendations |
| Customer wins/losses | CRO, CMO | Battlecard updates, positioning shifts |
references/ci-playbook.md — OSINT sources, win/loss framework, positioning map constructiontemplates/battlecard-template.md — sales battlecard templateNo reviews yet. Tell others what you thought.
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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