AI-Powered Growth Intelligence · SaaS

Know exactly which lever will move your ARR — before you run a single experiment.

Most SaaS teams run dozens of experiments and move the wrong metrics. GrowthGap combines 20 years of CRO expertise, 40,000+ real experiments, and AI simulation to show you precisely where your funnel is leaking revenue — and the highest-leverage fix.

✓ Free · No signup
✓ Results in 60 seconds
✓ AI-powered diagnosis
Sample · PLG SaaS
$6.2M ARR
Activation rate29%
Benchmark 40–60% · 28% below median
Trial → paid10.1%
Benchmark 8–15% · Low end, room to grow
Monthly churn3.4%
Benchmark 2–5% · Healthy range
Revenue Gap
Fix activation first → projected +$2.8M ARR
$3.6M
40,000+
experiments conducted
20 yrs
CRO & growth expertise
$5M
ARR, zero to scale <1 yr
+35%
trial signups, gaming SaaS
+27%
activation, fintech SaaS
The real problem
"If only I knew exactly what was actually driving growth…"

Your analytics show what happened. Your tools run the tests. But nothing tells you which change will move your ARR the most — so decisions get made on opinion, not financial modeling.

Why GrowthGap is different

Built by someone who has actually run these experiments — 40,000 of them.

For over a decade, Justin Christianson — bestselling author and founder of Conversion Fanatics — ran growth and optimization for some of the biggest SaaS and direct-to-consumer brands in the world. After selling Conversion Fanatics, Justin has spent years helping select companies systematically find and close their revenue gaps. The results have been consistent. GrowthGap is the system — powered by AI — that makes this available at scale.

✦ Bestselling Author · Conversion Fanatic
✦ Founder, Conversion Fanatics (acquired)
✦ 40,000+ Experiments
✦ 350+ Companies Optimized
Funded SaaS
$5M
ARR achieved
<1yr
from near-zero

Systematic funnel optimization took a funded SaaS company from essentially zero to $5M ARR in under a year.

Established SaaS Platform
+12%
trial → paid
-18%
CAC

First positive member growth in over a year. Improved trial-to-paid conversion and lowered CAC — with $5M+ in monthly media spend running through the funnel.

Gaming SaaS
+35%
trial signups
7 mo
to results

Grew trial signup rate 35% in 7 months through funnel diagnostics, signup flow optimization, and landing page experimentation.

Fintech SaaS
+27%
activation rate
4 mo
to results

Increased user activation 27% in 4 months by identifying and fixing the onboarding drop-off point where the majority of signups were abandoning.

What the analysis looks like

Real SaaS funnels. Real numbers. Real clarity.

Every analysis benchmarks your metrics, calculates the annual cost of each gap, and ranks what to fix first by revenue impact.

B2B SaaS · Free Trial

80k visitors/mo · $199 ARPU
$8.4M
current ARR
Activation rate
32%Below median
Median: 40–55%
Trial → paid
9.8%Low end
Median: 8–15%
Monthly churn
3.2%Healthy
Median: 2–5%
Visitor → signup
3.1%Low end
Median: 2.5–5%
Annual Revenue Gap
vs. median-performing funnel
$4.1M
#1 Experiment to Run First

Activation is the primary constraint — 68% of signups never reach the value moment. A guided onboarding checklist with milestone prompts moves activation from 32%→44%. Projected impact: +$2.6M ARR.

PLG SaaS · Freemium

140k visitors/mo · $89 ARPU
$5.1M
current ARR
Activation rate
48%On benchmark
Median: 40–55%
Free → paid
4.2%Below median
Median: 5–10%
Monthly churn
6.1%High
Median: 2–5%
Visitor → signup
5.8%Strong
Median: 2.5–5%
Annual Revenue Gap
Two critical constraints identified
$3.2M
#1 Experiment to Run First

Churn at 6.1% is erasing growth faster than acquisition replaces it. Retention has 3–4× more long-term leverage than acquisition at this stage. Fix churn first — automated risk scoring + success intervention. Estimated save: +$1.9M ARR.

B2B SaaS · Sales-Assisted

35k visitors/mo · $420 ARPU
$11.2M
current ARR
Activation rate
52%On benchmark
Median: 40–55%
Trial → paid
11.4%Low end
Median: 12–20%
Monthly churn
1.8%Top tier
Top: <2%
Visitor → signup
1.9%Below median
Median: 2.5–5%
Annual Revenue Gap
Top-of-funnel is the primary leak
$5.8M
#1 Experiment to Run First

At 1.9% visitor→signup you're losing the majority of pipeline before the sales team ever sees it. Improving signup to 3% with a shorter, intent-focused flow adds ~$3.4M ARR with zero new ad spend.

Vertical SaaS · Subscription

22k visitors/mo · $310 ARPU
$3.8M
current ARR
Activation rate
28%Critical gap
Median: 40–55%
Trial → paid
7.1%Below median
Median: 8–15%
Monthly churn
4.8%Watch closely
Median: 2–5%
Visitor → signup
4.2%Strong
Median: 2.5–5%
Annual Revenue Gap
Three stages underperforming
$2.9M
#1 Experiment to Run First

With three underperforming stages, sequence matters. Activation at 28% is the root cause — low activation drives low conversion AND high churn simultaneously. Fix onboarding first. Estimated cascade improvement: +$1.7M ARR in 90 days.

What you get

A complete revenue intelligence engagement.

Funnel & CRO Audit

Full diagnostic of your site and funnel — conversion leaks, UX friction, messaging gaps, and technical issues most teams never find.

Data Integration Review

Analytics audit ensuring your decisions are based on accurate, complete data — most teams don't know their tracking is wrong.

Benchmark Comparison Report

Every key metric ranked against top, median, and low SaaS performers — with the annual revenue cost of each gap calculated.

AI Growth Simulations

12–15 "what if" revenue scenarios using your actual numbers — raise price 5%, fix activation 10%, reduce churn 20% — each tied to a specific projected outcome.

Prioritized 90-Day Experiment Roadmap

10–15 highest-leverage experiments ranked by projected revenue impact. You'll know exactly what to run first — no more gut-feel prioritization.

Strategic Review Call with Justin

Live session to walk through the full model, answer every question, and align your team on execution.

Your funnel is leaking revenue right now. Let's find exactly where.
Start with the free analysis below to see your revenue gap in 60 seconds. Then book a strategy call to explore a full engagement — complete simulation, benchmark report, and 90-day roadmap built on your actual data.
"It may be the most powerful thing you do for your SaaS business this year."
— Justin Christianson · Founder, GrowthGap
Free to explore. No obligation.
Free tool

Find your SaaS revenue gap in 60 seconds.

Enter your funnel metrics. We'll calculate your revenue gap, benchmark every stage, and tell you exactly what to fix first.

SaaS Revenue Gap Calculator

Free · AI-powered · Instant results
Traffic & Conversion
%

Benchmark 2.5–5% · Top: 5–8%

%

Benchmark 40–55% · Top: 55–70%

Revenue & Retention
%

Benchmark 8–15% · Top: 15–25%

$
%

Benchmark 2–5% · Top: <1.5%

No email required · Results appear instantly

Current ARR
Potential ARR
Revenue Gap
Your funnel — where users drop off
AI Diagnosis
Top experiments ranked by revenue impact

Ready to see the full picture?

Book a call — we'll build your complete simulation, benchmark report, and 90-day roadmap.

Your highest-leverage growth lever already exists in your funnel.

Run the free analysis to find your revenue gap in 60 seconds. Then book a strategy call to turn that gap into a prioritized, revenue-ranked action plan.

Run free analysis →
By Justin Christianson · #1 Bestselling Author · Founder of Conversion Fanatics (acquired) · 40,000+ experiments