IRIntake ReviewRevenue diagnostics · DevTools
DevTools & API revenue diagnostic

Developers adopt for free. Find out why they don't pay.

Free-tier ceilings, usage that never reaches the invoice, missing PQL signals and slow time-to-value: located, priced and ranked in a written report, reviewed and signed by the founder.

7 questions · 3 minutes · no email needed to see your grade

Reviewed and signed by Waleed Alvi, PMP® · RMP® No calls, written report UK company 17258465
Revenue Integrity BriefIllustrative sample

Visitor-to-paid at 0.6%. No PQL defined.

Seed-stage DevTools · $2M ARR · usage-priced

  • PLG conversion0.6% vs 1–3%
  • Activation rate31% vs 40–60%
  • Time-to-first-value18 min (target <5)
  • Annual leak (modeled)$380K / yr
Founder-reviewed and signedIllustrative figures, not a client
Where revenue leaks

The leaks we find most often in DevTools companies.

Leak 1

Free-tier users who never convert

A generous free tier everyone loves and almost no one outgrows. You’re subsidizing usage you never monetize — the free ceiling is set too high to force a decision.

Leak 2

Usage grows, revenue stays flat

API calls and consumption climb while the bill stays anchored to seats or a flat plan. Billing on the wrong metric means growth in usage never turns into growth in dollars.

Leak 3

No PQL — every user looks the same

Only ~25% of DevTools define a product-qualified lead. Those that do convert 3× better. Without a PQL signal, sales and lifecycle have nothing to act on at the moment a user is ready to pay.

How it works

Three steps. No meetings.

Every tier follows the same path. Only the depth of the diagnosis changes with the price.

Pick your diagnostic

Choose the tier that fits your ARR, or take the free grade first and let it point you to one.

2 minutes

Answer the intake

18 questions on pricing, retention and pipeline. Anything you don't have is flagged in the report, never guessed.

About 15 minutes

Get your written report

Every leak located, priced and ranked, with the fixes in order, reviewed and signed by the founder.

18–24 hours · Starter 48–72
Try it on your numbers

Estimate your leak in 30 seconds.

Four inputs, one directional estimate from published benchmarks. It is a preview, not the diagnostic.

50/100
Estimated annual recoverable
$0
Get your full free grade

Directional only. The diagnostic replaces every estimate with a figure from your own numbers.

What the diagnostic reads first

Five frameworks built for the questions your PLG funnel actually reveals.

F06

Pricing-model fit

Seats, usage, or hybrid — and what does the wrong anchor do to your ARR as consumption scales?

F13

Retention & billing churn

Where exactly is revenue walking out — logo churn, billing-surprise churn, or failed expansion?

F19

PLG / self-serve motion

Where does your self-serve funnel break — activation, conversion, or the PQL signal gap?

F24

Usage monetization

Is your billing metric anchored to the value developers pull — or to a flat seat that caps your upside?

F07

Onboarding / activation

How long does it take a developer to reach first value — and how many conversions is every extra minute costing?

These five are read first. Each tier below states exactly how far the diagnosis goes beyond them.

Pricing

One-time price. No retainer, no calls.

Pick the tier that matches your ARR. Every diagnostic is reviewed and signed by the founder and delivered in writing.

Starter Any size · fast first read $450 one-time · flat, any size · delivered in 48-72 hours

The 3 most painful PLG and monetization frameworks on your real numbers — plus the SOC 2 / SLA & API-security readiness map. Sharp first read before the full diagnostic. vs $15K–$50K specialist consultants charge for the SOC 2 / SLA scoping alone.

What you get
  • 3 deepest DevTools frameworks — all 18 scored
  • Your total revenue-leak figure
  • SOC 2 / SLA & API-security readiness map
  • PLG funnel & usage-monetization analysis
  • Board-grade PDF in 48-72 hours
Get the Starter read Card · Apple Pay · Google Pay — via Wise
Essentials Under $1M ARR · full diagnosis $900 one-time · ⚡ 18–24-hour VIP delivery

Seed to Series A. The full board-grade PLG and monetization diagnosis — dollar-precise on every framework, priced to your stage. About 0.5% of the ~$675K–$1.35M a sub-$5M-ARR DevTools company is typically bleeding.

1% gain ≈ up to $10K/yr at your scale

Everything in Starter, made complete
  • All 18 frameworks, fully scored
  • Every leak quantified in dollars
  • PQL gap assessment & design direction
  • 90-day roadmap + risk heatmap
  • Executive summary + health score
  • Notion + PDF, ⚡ in 18–24 hours (VIP)
Start the diagnostic Card · Apple Pay · Google Pay — via Wise
Founder Under $5M ARR · 1-25 people $4,500 one-time · ⚡ 18–24-hour VIP delivery

Seed to Series A. The full board-grade PLG and monetization diagnosis — dollar-precise on every framework, priced to your stage. About 0.5% of the ~$675K–$1.35M a sub-$5M-ARR DevTools company is typically bleeding.

1% gain ≈ $10K–$30K/yr at your scale

Everything in Starter, made complete
  • All 18 frameworks, fully scored
  • Every leak quantified in dollars
  • PQL gap assessment & design direction
  • 90-day roadmap + risk heatmap
  • Executive summary + health score
  • Notion + PDF, ⚡ in 18–24 hours (VIP)
Start the diagnostic Card · Apple Pay · Google Pay — via Wise
Most popular Growth $5M-$25M ARR · 25-100 people $9,000 one-time · ⚡ 18–24-hour VIP delivery

Series A to B. The full diagnosis plus a deeper pass, sized to a scaling DevTools team. About 0.5% of the ~$1.35M–$2.25M a $5M–$25M-ARR DevTools company is typically bleeding.

1% gain ≈ $30K–$150K/yr at your scale

Everything in Founder, plus
  • A deeper, multi-pass analysis
  • Your real DevTools competitors benchmarked
  • Revenue recovered, modeled per fix
  • Full fix backlog, ranked by impact
  • 30-day written Q&A window
  • Notion + PDF, ⚡ in 18–24 hours (VIP)
Start Growth Card · Apple Pay · Google Pay — via Wise
Scale $25M-$50M ARR · 100-200 people $18,000 one-time · ⚡ 18–24-hour VIP delivery

Series B+. Everything in Growth, at the depth a mature DevTools org needs. About 0.5% of the ~$3M+ a $25M–$50M-ARR DevTools company is typically bleeding.

1% gain ≈ $150K–$500K/yr at your scale

Everything in Growth, plus
  • A 3-scenario usage + pricing model
  • Implementation specs for your top 3 fixes
  • A dedicated shared workspace for your findings
  • Senior written strategic debrief
  • Priority delivery
  • Notion + PDF, ⚡ in 18–24 hours (VIP)
Start Scale Card · Apple Pay · Google Pay — via Wise
Card, Apple Pay or Google Pay. Bank transfer (Wise) on Founder, Growth and Scale.Useful, or we rework it free. All sales final.Not sure which? Take the free grade first
Sample report

What you actually receive.

  • Cited benchmarks
  • Dollar-quantified findings
  • PLG funnel & usage-monetization analysis
  • PQL gap narrative
Format

A board-grade PDF: 22 pages for the Founder tier (6 for the Starter). Cover, exec summary, 18-framework scorecard, dollar-quantified findings, PLG funnel & usage-monetization analysis, PQL gap narrative, 30-day priority queue.

Who runs your diagnostic

Reviewed and signed by the founder.

PMP®- and RMP®-certified senior planning engineer (BEng Hons). Every diagnostic is personally run, reviewed and signed by me — no outsourced analysts, no call-booking funnel. The methodology is public: judge the teardowns before you spend a dollar.

Judge the method before you buy. Public teardowns:

Waleed AlviFounder, Intake Review · PMP® · RMP® · BEng (Hons)

Useful, or we rework it free.

If a finding doesn't hold up, a number needs sharpening or an input is missing, we rework the diagnostic at no charge until you can act on it. All sales are final; the rework is the guarantee.

Read the terms
Questions

What founders ask before buying.

Really no calls?
Really. Everything is async. You fill the intake, we deliver a written report. Your time stays yours. The only exception: if a finding needs a clarifying question about your usage data or billing setup, we ask it by email — never a meeting.
What if I don’t have clean activation or usage data?
We infer from your ARR, headcount, pricing model, and PLG stage using cited benchmarks. Every assumption is flagged. A complete, useful diagnostic still ships — and we tell you exactly which 3 numbers to instrument to upgrade it.
Is $4,500 worth it?
The average DevTools diagnostic surfaces $150K-$400K in recoverable revenue. Defining a PQL and shifting to a usage-anchored billing metric are consistently the highest-leverage levers we find. We sit 4x below the cheapest boutique alternative. And we don’t stop at delivered: if it isn’t useful, we rework it free until it is.
What format is the report?
A board-grade PDF: 22 pages for the Founder tier (6 for the Starter). Cover, exec summary, 18-framework scorecard, dollar-quantified findings, PLG funnel & usage-monetization analysis, PQL gap narrative, 30-day priority queue.
How do you handle confidentiality?
Standard mutual NDA on request, sent before intake. All anonymized analysis only — no name, logo, or identifying figures leave our system. UK Ltd #17258465 means real legal accountability.
Who is this for?
DevTools, API-first, and infrastructure founders, CEOs, and Heads of Growth at $500K-$25M ARR, 5-200 staff, from post-seed through Series B. If you’re earlier than that, take the free Revenue Leak Snapshot first.

Know why usage isn't turning into revenue.

Start with the free grade. When you're ready, the diagnostic puts a dollar figure and a fix on every leak.

Get your free gradePrices