Make every dollar count on a modest marketing budget ($500–$1,500/mo)
Stop spreading thin across six channels. Kaya concentrates your cash where experiments can reach true statistical power.
Direct Product Simulation
How Kaya executes on this exact play
All data below mirrors the exact logic and guardrails of the Kaya engine.
Budget Allocation Plan · Current Month
Governance enforced · Deterministic rules verified
$500
$300
$200
$0
Before / After
Why legacy approaches fall short
Budget dilution: the #1 killer of bootstrapped growth
Putting $100 on Meta, $100 on LinkedIn, and $100 on Google yields zero statistical learnings—just fragmented waste.
- ✕Too many channels with insufficient sample size to exit platform learning phases
- ✕No clarity on whether failure was tactical or fundamental
- ✕Zero reserve held for scaling winning signals
Focused allocation with an explicit opportunity reserve
Kaya enforces minimum budget thresholds per experiment to guarantee conclusive data, keeping 20% in reserve for winners.
Statistical Power Calculator
Rejects experiments whose projected click sample size is too weak to detect a real lift.
Dynamic Budget Matrix
Allocates 80% to 1 paid channel + 1 organic content pillar, holding 20% in dry powder.
Impulse Protection Guardrails
Limits pacing spikes so ad platform algorithms don't burn extra budget inefficiently.
The Growth Cycle
Kaya's 4-step growth loop
Understand → Decide → Experiment → Measure: no guesswork, no hallucinated prompts.
Runway & Goal Audit
Ingests your monthly marketing runway and target customer acquisition cost.
2-Channel Concentration
Disqualifies cost-prohibitive channels (e.g. $12 CPC LinkedIn ads) in favor of high-intent search.
30-Day Paced Testing
Distributes spend smoothly to prevent premature budget exhaustion early in the month.
Learnings per Euro Spent
Every dollar spent yields either paying accounts or an explicit suppression rule.
Your guardrails for this use case
The agent is never a black box. Every external mutation is governed by deterministic rules hard-coded in our policy engine.
Frequently asked questions
Everything you need to know to get started with this play.
What is the recommended minimum monthly budget?
You can start at $0 using organic plays. For paid search experiments, we recommend a minimum of $300/mo.
Discover other plays
Every way to grow with Kaya
Initial Acquisition
Get your first 100 customers without burning ad budget
Organic Distribution
Nail your Hacker News & Product Hunt launches
Comparison Pages
Win high-intent competitor comparison searches
Paid Acquisition
Scale paid search with immutable budget guardrails
Your next chapter
You build. What comes next grows with Kaya.
Start free. No credit card. Nothing spends without you.
From the first signal to the next milestone.