Bull / Bear / Megabull Valuation Framework
Stress-test a long-duration asset's future value across base, downside, and blue-sky scenarios.
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 85%
A structured way to value a long-duration asset by isolating the handful of variables that actually drive its future cash flows, then explicitly modeling a conservative bear case, an optimistic-but-grounded bull case tied to durable fundamentals, and a speculative-but-plausible megabull case tied to named, real-world catalysts. This forces analysts to separate what has to be true from what would merely be nice, and to avoid extrapolating a peak historical growth rate forever. Applied here to project whether the IPL could rival the NFL in economic scale over the next 20 years.
Origin
Extracted from Acquired
Core principles
- 01Isolate the few variables that actually drive value
- 02Anchor the bull case to slow-moving fundamentals, not recent peak growth rates
- 03Reserve the megabull case for named, concrete optionality — not vague extrapolation
- 04Multiply compounding levers together rather than treating them as additive
- 05Pressure-test scenarios with industry insiders before trusting them
How to run it
- 1
Isolate the core value levers
Identify the 2-4 variables that most determine the asset's future cash flows — for the IPL: media-rights growth rate, revenue split with the parent governing body, and growth of a relatively fixed cost like player salaries.
- 2
Build the bear case
Identify structural or concentration risks that could cap or reverse growth, such as loss of competitive bidders or governance/trust risk.
- 3
Build the bull case from durable fundamentals
Tie growth to a slower-moving, highly predictable macro trend (e.g., ad-market growth tied to GDP per capita) rather than extrapolating a recent hyper-growth rate.
Pro tip Multiply your levers together like a product, not just add them — e.g., middle-class growth × TV penetration × internet growth compounds much faster than any single trend.
- 4
Layer in structural expansion
Add plausible, largely controllable expansions (more games, more teams, more local revenue streams) that multiply the base organic growth rate.
- 5
Reserve the megabull case for real optionality
Identify specific, named catalysts outside the base business (new geographic markets, new legalized revenue lines, major cultural or legal events) that could cause a step-change rather than incremental compounding.
Watch out Don't let a headline peak growth rate become your permanent baseline assumption — growth naturally decelerates as markets mature.
- 6
Sanity-check with insiders
Pressure-test the scenario set with people inside the industry to confirm the bull and megabull cases sound plausible rather than delusional.
In the wild
The hosts modeled IPL media-rights growth against India's advertising market growth (~6-7%/year, tied to ~10%/year GDP-per-capita growth), then layered on plausible schedule and team expansion to reach a 10x bull case over roughly 20 years.
→ Produced a specific, falsifiable prediction — IPL reaching near-NFL scale within about 20 years — rather than a vague 'it will keep growing' statement.
Common mistakes
Extrapolating peak growth rates forever
Assuming the IPL's historical 18% CAGR in media rights continues indefinitely ignores that early-stage compounding naturally decelerates as a market matures.
Treating headline speculation as the realistic bull case
Confusing eye-popping potential (e.g., a rumored $30B valuation) with a grounded bull case built from real demographic and market-size data.
Is it for you?
Not ideal for
Short-duration trades or assets without identifiable, durable structural growth levers.
From the transcript
“is there a reasonable path that the IPL could 10x in revenue economic impact over the next set of time and be equal to or…”
“I think it is almost a foregone conclusion no-brainer that the number of matches that IPL plays will expand”
From the episode
Indian Premier League Cricket