Next-Order-of-Magnitude Hill Climbing
Win one narrow market, then solve for the next order of magnitude.
- Difficulty
- Moderate
- Time to result
- ~ongoing to results
- Steps
- 6
- Confidence
- 94%
Instead of designing immediately for millions of users, select one audience with a specific unmet need and make the product indispensable there. Measure whether that group retains, creates, and spreads the product organically. Once the wedge works, set the next target at roughly one order of magnitude above the current scale and identify the single market, product, or distribution constraint that prevents reaching it. Solve that constraint, learn from the larger cohort, and repeat. The mechanism resembles hill climbing: each validated stage supplies information for choosing the next reachable peak. Snapchat illustrates the pattern through a tiny cluster of high-school students whose locked-down iPads created a narrow communication need. Adoption then spread through nearby schools and regions before becoming a broad social platform.
Origin
The hosts derive the model from Snapchat's unexpected adoption among Orange County high-school students and connect it to Paul Graham's advice to pursue successive orders of magnitude.
Core principles
- 01A small passionate audience can reveal a path to a large market.
- 02The next growth threshold is more actionable than a distant end state.
- 03Narrow use cases help teams learn what users genuinely value.
- 04Growth compounds through successive solvable stages.
How to run it
- 1
Choose a narrow wedge
Define one audience, setting, and job the product can serve better than existing alternatives.
Pro tip Describe the wedge in behavioral terms, such as students communicating on locked-down school iPads.
Watch out A demographic label alone is not a sufficiently specific use case.
- 2
Nail the initial experience
Remove friction from the core behavior and optimize for repeat use within the wedge.
Pro tip Prioritize the smallest complete loop that lets users receive value and invite others.
Watch out Do not add broad-market features before the core loop retains users.
- 3
Verify organic pull
Track retention, engagement, content creation, and peer-to-peer spread to determine whether the wedge is genuinely working.
Pro tip Look for growth inside connected communities, not just isolated sign-ups.
Watch out Top-line registrations can hide weak recurring use.
- 4
Set the next magnitude target
Focus on moving from the current scale to roughly ten times that scale rather than forecasting the final market.
Pro tip Translate the target into a concrete number and time horizon.
Watch out Do not confuse an inspirational long-term vision with an executable growth objective.
- 5
Remove the next constraint
Identify whether product friction, distribution, infrastructure, or an adjacent audience is the main barrier to the next target, then address it.
Pro tip Choose one dominant constraint per cycle.
Watch out Simultaneously attacking every possible constraint disperses learning.
- 6
Repeat from the new baseline
Use evidence from the larger cohort to select the next audience, feature, or distribution move.
Pro tip Preserve the behavior that made the original wedge compelling.
Watch out Expansion can weaken the product if it abandons the core use case.
In the wild
A cousin of Evan Spiegel began using Snapchat with friends because their school iPads blocked ordinary messaging and Facebook. The same product that had only 127 users after a summer of work spread through her school, other Orange County schools, Northern California, and Silicon Valley. Reported users rose from just over 2,000 in December 2011 to 20,000 the following month and 100,000 by April.
→ A narrow school-based communication wedge produced Snapchat's first hockey-stick growth.
A scheduling startup first serves independent therapists who need recurring appointments and privacy-conscious reminders. After retention is strong, it targets the next tenfold increase by adapting the proven workflow for small group practices rather than building features for every healthcare organization.
→ The company expands from a defensible wedge while preserving a validated core workflow.
Common mistakes
Targeting everyone at launch
A broad audience makes it difficult to identify a precise need or create enough value for organic sharing.
Optimizing for the final scale
Building for a distant future can consume resources before the team proves that anyone wants the core product.
Ignoring connected communities
Consumer products often spread through dense social groups, so isolated acquisition may underperform a focused community wedge.
Is it for you?
Best for
It is best for consumer startups seeking an initial wedge and a practical sequence for expanding from early traction.
Not ideal for
It is not ideal when regulatory, infrastructure, or enterprise architecture decisions require substantial long-range planning before launch.
From the transcript
“start small, nail it for one audience and grow from there.”
“try and get to the next order of magnitude of customers and don't far focus on the far future”
“Just keep hitting the next peak, and you'll be able to get to the higher.”
From the episode
Snapchat