Loops Beat Funnels
Loops compound, funnels flatline — watch the crossover arrive.
the k-factor math renders as a multiplier chain where each cycle's output literally multiplies into the next cycle's input on screen — 'growth loops compound' stops being a slogan and becomes an equation you watch execute
What goes in, what comes out
Learner builds two growth models side by side — a classic paid funnel and a growth loop of input, action, output, reinvest — sets a budget and a loop coefficient, then predicts and runs a 12-month simulation to see which compounds and which flatlines.
configure both models; predict the crossover month; run the simulation
a dual-line growth chart over time with the crossover point marked, plus the live k-factor math shown as a visible multiplier chain
budget slider; loop coefficient k (0.3-1.5); paid-funnel CAC; time horizon (6/12/24 months)
free TOFU growth-loop glossary page + Module 'An Agent That Runs Your Funnel' L2 demo
Go deeper, elsewhere
Hand-picked public explainers and open tools that complement this one — always optional, never required, never graded.
Concepts click when you open the machinery.
Three labs are already live and free — the same hands-on style this playground brings to its module.