Competitor Research & Growth Flywheel Playbook

What this is

When a competitor blows up, the instinct is to copy their latest move — usually the wrong one. This playbook reverse-engineers the whole flywheel: how their website evolved, how the launch propagated, and which growth stages are actually strong — so you copy the system, not the symptom.

Key results

The 4-step competitor research framework

1. 1

   1 · Website teardown (3 versions)

   Pull V1, Beta and Launch snapshots from the Wayback Machine and record, per version: one-line positioning, page length/structure, use cases, CTA/pricing, SEO changes, and which community channels launched when.

2. 2

   2 · Social media teardown

   Use SimilarWeb to find their main traffic source, then deep-dive the right channel: official vs founder vs DevRel vs KOL accounts, posting cadence, and content-type mix.

3. 3

   3 · Map the propagation chain

   Reconstruct the launch as 4 phases — internal ignition (hours) → ecosystem catalysis (1–2 days) → KOL detonation (2–3 days) → broad penetration (weeks) — and identify the traffic kings, topic starters, and mindset-shifters.

4. 4

   4 · Score the growth flywheel

   Rate all six stages (Activation, Referral, Acquisition, Retention, Revenue, Product) strong-vs-weak using signals like Discord DAU, systematic user-story propagation, and clear free-to-paid triggers.

Content effectiveness (validated ranking)

When mapping a competitor's launch, weight the content types that actually drove spread.

Anti-patterns (where competitor research misleads)

• Copying their latest tactic instead of the underlying flywheel.
• Only looking at the current site — you miss how positioning evolved.
• Analyzing every channel equally instead of their main traffic source.
• Ignoring which content actually propagated vs. what merely existed.

FAQ

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