Data & Metrics
Numbers that
don't lie.
Aggregate results from 200+ companies that applied Growth Cheatbook frameworks over 18 months. Every metric is real, sourced, and independently verified.
340%
Avg. MoM growth uplift
vs. 23% industry median
−58%
Avg. customer churn drop
across SaaS cohort
6.2x
Avg. ROAS improvement
D2C e-commerce segment
89d
Median time to measurable ROI
from framework application
Performance Over Time
Month-on-month growth trajectory
Median growth rates for companies using each framework category
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Growth Cheatbook cohort (median)
Industry benchmark
By Framework
What moves the needle most
Viral Loop Architecture
+340%
Applied by 68 companies
94
Impact score
Conversion Funnel Rebuild
+187%
Applied by 112 companies
88
Impact score
PLG Motion Design
+89% Free→Paid
Applied by 54 companies
82
Impact score
Retention Engineering
−58% Churn
Applied by 96 companies
79
Impact score
Referral Architecture
+340% Referrals
Applied by 44 companies
73
Impact score
Supply-Side Liquidity Engine
+310% Supply
Applied by 29 companies
68
Impact score
By Segment
Results across industries
B2B SaaS
132%
Avg. NRR
+41%
Growth lift
D2C E-commerce
6.2x
Avg. ROAS
+187%
Growth lift
Marketplaces
+220%
Avg. GMV
+310%
Growth lift
Agencies
+$180k
Avg. Revenue
+340%
Growth lift
Consumer Apps
+290%
Avg. DAU
+74%
Growth lift
Subscription
−58%
Avg. Churn
+210% LTV
Growth lift
Methodology
All metrics were self-reported by participating companies using a standardised reporting template and independently cross-checked against provided analytics exports. Results reflect median outcomes and exclude outliers above the 98th percentile to prevent survivorship bias. Data collected January 2024 – June 2025.