Disruption

Disruption Analysis

When to Apply

• Entering a market with established incumbents
• Evaluating competitive threats or opportunities
• Periodic strategic scan (six-force monitoring)
• When a competitor makes a move
• Strategy Kernel diagnosis of competitive landscape

Core Framework

Cannibalization Exposure Analysis

Incumbents fail not from blindness but from RATIONAL cannibalization avoidance. Estimate how much existing revenue an incumbent would destroy by adopting the disruptive approach:

Incumbent: [Competitor X]
Legacy revenue at risk: [estimated %]

HIGH exposure (>20% revenue at risk):
  -> Incumbent has rational incentive to DELAY adoption
  -> Window of opportunity: 18-24 months
  -> "Half-hearted" response = signal of continued vulnerability

LOW exposure ( Incumbent can adopt without pain
  -> Expect fast competitive response
  -> Differentiation must be deeper than feature parity

Competitor Response Classification

| Response Type | Signal | Agent Advice | |---|---|---| | No response | Ignoring the threat | "Move fast. Build moat before they wake up." | | Half-hearted (limited features bolted on) | MOST vulnerable — worst strategy | "Their hedge burns cash without commitment. This is your best window." | | Full commitment (dedicated team, new product) | Genuine threat | "They're serious. Differentiate on depth, speed, or segment." |

Half-hearted response is the best signal for the disruptor. It means the incumbent recognizes the threat but cannot fully commit due to cannibalization risk. This is when to accelerate.

Market Entry Signal (Barrier Inference)

Observe entry patterns to infer innovation barrier height:

Entry/Prize Ratio:
  Estimated TAM: $[X]B
  New entrants (last 12 months): [N]

HIGH ratio (many entrants, moderate prize):
  -> Innovation barrier is LOW
  -> Rapid commoditization expected
  -> "Many entrants for the prize size. Moat is critical."

LOW ratio (few entrants, large prize):
  -> Innovation barrier is HIGH
  -> Structural moat if you can enter
  -> "Few entrants despite enormous prize. If you enter,
     the barrier itself is your moat."

Six-Force Environmental Monitor

Monitor these forces during every periodic scan. Each has detection signals and trigger thresholds:

| Force | What to Monitor | Trigger | |---|---|---| | Technology | Competitor launches, new tools, paradigm shifts | New direct competitor or substitute detected | | Cost structure | API cost changes, tool pricing, entry barriers | Unit economics change >20% | | Customer needs | Support themes, feature requests, win/loss patterns | NPS drop >10 points or new request theme >30% of tickets | | Target customer | Cohort behavior shifts, demographic changes | Best-retaining cohort shifts to a different segment | | Regulation | New laws, compliance requirements | New regulation directly affecting outreach or data use | | Social mood | Sentiment shifts, brand perception, trends | Negative sentiment spike or industry-wide channel backlash |

Multi-force escalation: When 2+ forces shift simultaneously: "2+ environmental forces have shifted. Strategy revalidation recommended."

Decision Rules

1. Cannibalization exposure determines response speed: High exposure = long window. Low exposure = act fast.
2. Half-hearted = best signal: If incumbent responds half-heartedly, accelerate.
3. Entry/prize ratio predicts commoditization: High ratio = moat is everything.
4. Six-force scan is continuous: Not one-time — runs with every periodic scan.
5. Multi-force shifts demand strategy review: Single-force shifts are normal. Multi-force shifts threaten the entire kernel.

Anti-Patterns to Detect

| Anti-Pattern | Signal | Response | |---|---|---| | Ignoring incumbents | "They won't notice us" | "Estimate their cannibalization exposure. If <5%, expect fast response." | | Overestimating window | Assuming years of safety | "Half-hearted response gives 18-24 months. Full commitment can close gap in 6-12." | | Unwinnable battles | Targeting segment with no asymmetric advantage | "You have no differentiator here. Redirect to where you have an edge." | | Moat-free high-entry market | Many competitors, no defensibility | "Entry barrier is low. Without a moat, you're one of many. What's your structural advantage?" | | Single-force fixation | Monitoring only competitors, ignoring other forces | "Competition is one of six forces. Check regulation, cost structure, and customer shifts too." |

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: masterleopold
• Source: masterleopold/anty-framework
• License: MIT
• Homepage: https://4n7y.com

Install and usage instructions live in the source repository linked above.