Issue 01 · The Pricing Desk

From the desk —evidence-backed pricing, no fake certainty

Knowwhen to raise, hold, or test pricing

A dispatch for SaaS founders who want to move pricing from gut-feel to evidence — without pretending the numbers always support a verdict.

“We spent years inside SaaS finance teams watching founders guess their way through pricing. RevTune packages the cohort math, churn-adjusted LTV, and willingness-to-pay signals we relied on into a Monday- morning readout from your billing data — labeled by what the evidence actually supports.”
The Pricing Desk · Built by ex-SaaS finance operators

Strongest fit

Active customers
50+
Monthly recurring
$5K+
Billing history
3+ mo

Earlier teams still get clean metrics, a scenario planner, and a visible path to deeper analysis as history accumulates.

Guarantees

  • Read-only access to billing data
  • AES-256 credential encryption at rest
  • 7-day trial on Growth & Scale, no card

Billing sources

04 · Read-only

  • Stripe

    OAuth 2.0

  • Paddle

    API key

  • Lemon Squeezy

    API key

  • Chargebee

    API key

By the numbersPricing in SaaS · 2024–25

Five facts the pricing literature keeps repeating

The case for spending Monday on pricing — sourced, not made up.

Lead figure · 01

30–50%

of SaaS companies are underpricing their product relative to willingness-to-pay.

ProfitWell Research · 2023

Fig. 02

3.8×

average revenue lift from pricing optimization work

OpenView Partners · 2022 SaaS Benchmarks

Fig. 03

9 mo.

median gap between pricing updates at SaaS companies

Simon-Kucher & Partners · 2024

Fig. 04

6%

of SaaS founders test prices with a real statistical method

Price Intelligently · industry survey

Fig. 05

< 2h

from connecting billing to a verdict you can act on in RevTune

RevTune · onboarding telemetry

How it works

From zero to insights in 3 steps

No engineering required. No data warehouse needed. Just connect and go.

  1. IStep · 1 of 3

    Read-only · OAuth (Stripe) or API key

    Connect

    Authorize Stripe, Paddle, LemonSqueezy or Chargebee in under a minute. Read-only access — we never touch your money.

  2. IIStep · 2 of 3
    MRR·Churn·LTV·ARPU

    Analyze

    Our AI processes 12 months of revenue data — MRR, churn, LTV, ARPU, cohort trends, and more.

  3. IIIStep · 3 of 3

    Verdict

    $39$45+15%

    Tested via A/B

    Grow

    Get specific, actionable pricing recommendations. Test changes with built-in experiment tracking.

Under the hood

Decisions, backed by real math

Every page leads with the decision. The rigor sits underneath as evidence — no black-box scoring, and every number ships with a diagnostic you can audit if you want to.

MRR forecasting you can audit

Seasonal time-series forecast with a published walk-forward backtest. You see the model's real out-of-sample error, not just a smooth line on a chart.

Second-opinion forecast

A driver-based model on customers × ARPU runs alongside the primary forecast. When the two disagree, we flag it instead of hiding the divergence behind a single point.

Cohort bottom-up view

Built the way founders already think: by acquisition cohort and retention. A sanity check on the top-down forecast when historical MRR was noisy.

Save-queue ranking for churn

Survival-analysis ranking tells you who to call this week, not just an overall churn number. Each at-risk customer comes with an archetype and a next action.

Pricing hypotheses, validated by A/B

We fit a demand curve across your plans to generate directional pricing hypotheses — then push you to a structured A/B test before the change ships, never a permanent change from a correlational fit.

Plain-English by default

Every page leads with the decision: base case, confidence, next step. The model names and diagnostics live behind a disclosure if you ever want them.

The Features SpreadSect. B · No. 47

Everything you need to price confidently

Four chapters of the readout — from raw metrics to AI recommendations to the experiments that prove them.

Lead chapter · Growth

AI Pricing Recommendations

Claude-powered analysis turns 12 months of billing data into three things every Monday: the price you should hold, the price you should test, and the cohort whose churn risk should be acted on first.

  • Optimal price points per plan with elasticity bounds
  • Expansion-revenue levers ranked by lift × confidence
  • Every verdict ships with a diagnostic you can audit

MRR

$48.2K

Churn

2.4%

LTV

$2.1K

ARPU

$92

Free Metrics Dashboard

Free

MRR, churn rate, LTV, ARPU and cohort breakdowns — visualized clearly. Always free, always yours.

RevTune Weekly

No. 47

“Pro elastic, churn flat, two cohorts breaking upward.”

Read · 6 min · Mon 08:00

Weekly AI Brief

Growth

A weekly email digest summarizing your revenue trajectory and surfacing pricing anomalies to act on.

Exp. 12 · Pro $39 → $45

p = 0.03

A
$39
B
$45

Experiment Tracker

Scale

Run before/after pricing experiments with full cohort isolation and statistical significance tracking.

Pricing

Simple, transparent pricing

Start free. Upgrade when you need AI. No surprises.

Free

$0

For early SaaS teams building clean revenue history. Tracks MRR, customer movements, and plan mix — plus a data readiness check showing what unlocks next.

  • Full metrics dashboard
  • All data sources
  • Basic charts
Start Free
Most Popular

Growth

$79/month

For teams turning revenue metrics into pricing hypotheses. AI recommendations labeled by evidence mode, benchmark comparisons, scenario simulator.

  • Everything in Free
  • AI pricing recommendations
  • Weekly AI brief
  • Scenario simulator
  • A/B pricing experiments
  • Geographic insights
  • Benchmarks
Start 7-day Trial

Scale

$179/month

For SaaS teams with enough billing history for evidence-backed pricing analysis. Works best with 50+ customers, $5K+ MRR, and 3+ months of history.

  • Everything in Growth
  • Price sensitivity analysis
  • Revenue forecasting
  • Churn-risk save queue
  • Grandfathering simulator
  • Impact tracker
Start 7-day Trial

FAQ

Common questions

Everything you need to know before connecting.

End of dispatch · Back page

Stop quoting pricing from gut feel.

Connect your billing data. Read your first labeled dispatch by Monday morning.

No credit card · 7-day trial · Eligibility flagged on day one.