Loading...
Growth AI
Growth diagnostic system

Find the constraint holding growth back.

Growth AI applies the framework from The Digital Growth Playbook to score your business across six layers and twenty-four dimensions, name the pattern behind the scores, and turn the diagnosis into a board-ready report with prioritized Growth Actions.

Start with the diagnostic. If you want help executing, use the report to scope a Growth Quarter with us.
What you receive

Not a dashboard. A decision document.

The diagnostic tells the CEO what is happening, why it matters, what it is costing, and what to do next.

1

Diagnostic clarity

Six layers, twenty-four dimensions, and a single constraint narrative that explains where the system is losing momentum.

2

Framework interpretation

The report applies the Growth Operating System, the Strategy Tax, the Activity Trap, and other named patterns from the methodology.

3

Prioritized Growth Actions

A practical sequence of Foundation, Build, and Optimize actions, each anchored to a layer, a specific dimension, and a measurable outcome.

The framework

Six layers. Twenty-four dimensions. One operating system.

The Growth Operating System from The Digital Growth Playbook. Each layer feeds the next; when one breaks, everything downstream pays the price. Hover any layer to see the four dimensions inside.

1
Layer 1

Strategy

Direction and competitive positioning. Where are you going and why?

Market Definition Competitive Position Strategic Alignment Focus and Trade-offs
When weak: fragmented effort, conflicting priorities
2
Layer 2

Customer

Behavioral intelligence and decision patterns. Who buys, and why?

Customer Knowledge Decision Journey Feedback Systems Retention Understanding
When weak: guesswork marketing, wasted spend
3
Layer 3

Value

Proposition clarity and differentiation. Why are you worth the price?

Value Clarity Differentiation Pricing Alignment Perception Accuracy
When weak: price competition, long sales cycles
4
Layer 4

Story

Brand narrative, messaging consistency, market voice. Memorable and consistent?

Brand Narrative Message Consistency Visual Identity Emotional Resonance
When weak: forgettable brand, low referral rates
5
Layer 5

Engine

Digital infrastructure, funnels, automation, conversion. Does the machine actually work?

Content System Channel Effectiveness Conversion Process Retention Mechanics
When weak: traffic that does not convert, leaky funnels
6
Layer 6

Growth

Measurement, testing, feedback loops. Can the business learn from its own experience?

Metrics Discipline Experimentation Planning Cadence Compounding Leverage
When weak: flying blind, repeating mistakes
Named patterns from the methodology
Your diagnostic does not just produce scores. It detects the named pattern behind them.

Eight of the patterns from The Digital Growth Playbook. Hover any pattern; this is the language your report will speak.

The Strategy Tax
The hidden cost of layers that are out of alignment with each other.
The Activity Trap
When more activity is added to a system that cannot convert what it already has.
The Founder Ceiling
When growth depends on senior involvement in every deal.
The Drill Bit Principle
Customers do not buy the drill. They buy the hole. Most messaging sells the drill.
The Retention Paradox
Pouring more leads into a retention system that quietly empties itself.
The Positioning Mirage
A clear position internally that the market does not actually see.
The Measurement Blind Spot
Having data without the cadence to convert it into learning.
The Paradox of Focus
Trying to do everything because saying no to anything feels like risk.
The maturity ladder

Five bands. Twenty-four dimensions. One ladder.

Every dimension is scored against the same five-band maturity ladder. Your report shows where each of the twenty-four dimensions sits, and which two moves jump you up the ladder fastest.

1 · Critical
Active drag on the rest of the system. Material cost being paid every quarter.
2 · Reactive
Real gaps creating measurable cost. Patterns are visible but unaddressed.
3 · Structured
Functional foundation, uneven discipline. Doing the right things, inconsistently.
4 · Integrated
Mature execution, room to push higher. The system works and is worth scaling.
5 · Optimised
Predictable, compounding, defensible. The capability is a competitive moat.
6
Layers
24
Dimensions
16
Named Patterns
72
Diagnostic Questions
10
Report Sections
The Coach Interview

Six questions before any score.

Most diagnostics jump straight to scoring. Growth AI does what a real strategist does first. It listens. The Coach Interview is led by Maven, your Growth Companion, in a voice-enabled consultant conversation that surfaces the working hypothesis before you answer a single diagnostic question.

Why it matters

The score is the answer. The conversation is the question.

The interview captures what scores cannot: the constraint, the failed move, the honest fear, the moment something stopped working. Every answer becomes a verbatim quote in the report. The synthesis at the end names the pattern the AI heard, before scoring confirms or refines it.

Voice input throughout. Speak your answers, watch the transcript form, edit when you want. Built for CEOs who think out loud.

Q1
Describe the business in one sentence. What you do, who you do it for.
Q2
What is the constraint that is keeping you up at night right now?
Q3
Where would you invest fifty thousand dollars over the next ninety days?
Q4
Twelve months from now, what does winning look like?
Q5
What did you try in the last ninety days that did not work?
Q6
The honest fear. What is the question you have been avoiding asking yourself?
What you actually get

A consulting engagement of this depth, productised.

A real strategist normally takes weeks to deliver this. Growth AI gives you a structured online diagnostic, then verifies the report against the framework before you ever see it.

1

72-question executive diagnostic

Six layers. Twenty-four dimensions. Each scored against the same five-band maturity ladder a strategist would use.

2

Three CEO reflection prompts

Captured before the assessment so the report can challenge or validate your own strategic instinct, not bypass it.

3

The named pattern

The report does not just give you scores. It detects which named pattern from the framework explains them.

4

The Strategy Tax in dollars

Cross-layer friction quantified as a percentage AND an annual dollar cost calibrated to your revenue band.

5

Industry-calibrated narrative

Examples and language adapt to your actual industry from a library of patterns, not generic SaaS defaults.

6

Dual verification system

Every report passes through two independent quality gates. First a generation pass, then a fact-check against the framework, then a partner-grade editorial rewrite. Most tools stop at one pass; this is the difference between draft and deliverable.

7

Growth Actions

Foundation, Build, Optimize actions sequenced from your diagnostic so the report turns into a practical first operating plan.

8

Premium PDF deliverable

Exported PDF matches the on-screen report exactly. Boardroom-ready, no separate template, no drift.

A diagnostic engagement of this depth from a strategy firm can run $30,000 to $80,000 over four to eight weeks. Growth AI productizes the diagnostic layer into one fixed-price report and action plan.
How it works

A calm path from assessment to action.

Six steps from profile to report. Save as you go, complete it in one sitting or over multiple sessions, and receive a consultant-grade report you can act on the same week.

01

Profile

Company, market, customer, offer, growth motion.

02

Coach interview

Six AI-led consultant questions. Voice-enabled. Names a working hypothesis before any score.

03

Diagnostic

Seventy-two structured questions across the six growth layers.

04

Reflection

Four post-diagnostic prompts including a real customer quote in the customer's own voice.

05

Report

Ten sections plus two appendices. Standalone PDF. Reads as one connected diagnosis.

06

Actions

The report produces prioritized Growth Actions. If you choose a Growth Quarter, we turn those actions into owners, review rhythm, and evidence checks.

The 90-day sprint

Foundation. Build. Optimize.

Every diagnostic produces a 90-day direction. Three phases. Each anchored to a layer, a dimension, and a measurable outcome.

Days 1-30

Foundation

Lock the strategic frame. Define the highest-fit segment, sharpen the offer narrative, and remove the lowest-fit pipeline noise. The constraint becomes visible because the noise has been removed.

Days 31-60

Build

Install the operating cadence. Weekly pipeline review, proposal follow-up rhythm, and a focused content sequence for the chosen ICP. Activity is now connected to outcome.

Days 61-90

Optimize

Convert activity into a learning system. Review conversion data, refine the offer, document the winning motion, prepare the 90-day re-score. The system now compounds.

A real diagnosis

From scores to system. From system to plan.

A real Growth AI diagnostic for Ecomza. The framework's score-based final pattern: The Strategy Tax. The 90-day plan starts with the canonical Retention Mechanics first move.

Executive Briefing

Strong Value. The Engine cannot yet compound it.

Ecomza scored 251/360, Structured maturity band. Value is the strongest layer at 47/60. Engine is the constraint at 34/60. The 13-point gap creates a 28% Strategy Tax: for every $1 of strategic potential, only $0.72 reaches customers and the bottom line. The product has earned demand. The operating system has not yet caught up to compound it.

The Strategy Tax.

The score-based final diagnosis is The Strategy Tax. The pre-diagnostic synthesis suggested a Category Fog framing, but the scores show the real shape: a 13-point gap between Value (47/60) and Engine (34/60). Inside Engine, Retention Mechanics scores 5/15. The constraint is not what Ecomza sells. It is how the machine retains and compounds the customers the product has already won.

Primary constraintEngine 34/60
Strategy Tax28%
PatternStrategy Tax

90-Day Roadmap

1
Retention Mechanics (5/15).

Calculate the dollar value of a 5% retention improvement on your existing book. That is the budget you should put behind a structured retention program by next quarter. Identify one moment in the post-purchase window where the customer feels uncertain and engineer a fix.

Engine
2
Conversion Process.

Walk a stranger through your funnel from cold ad to signed contract. Have them narrate every confused moment. The first three confusions are costing 30%+ in conversion. Fix the first one this week before touching anything upstream.

Engine
3
Planning Cadence.

Stand up a 30-minute weekly planning ritual that reviews leading indicators and adjusts in writing. Without it, the operating system never compounds. The cadence is the asset, not the meeting.

Growth
Download the Ecomza diagnostic report (PDF) A real Growth AI diagnostic. Same render pipeline you get when you finish your own.
Case study library

The same framework. Different industries. Real outcomes.

Three of thirty-six anonymized cases from the library. Each diagnostic surfaced a named pattern from the framework, and the 90-day plan acted on it.

The Activity Trap
Premium ecommerce & lifestyle retail

They thought it was a paid-media problem. The framework showed it was a system-alignment problem.

Strong products, steady traffic, flat revenue. The diagnostic showed Value was strong but Engine could not capture and retain the demand already being created.

Back on track by shifting from more traffic to better capture and retention.
The Founder Ceiling
B2B services & industrial supply

They thought they needed better marketing. The framework showed they needed strategic clarity and commercial systemisation.

Strong reputation, technical expertise, and growth too dependent on founder relationships. The business was respected, but the growth system was not scalable.

Back on track by moving from founder-led selling to system-led commercial discipline.
The Measurement Blind Spot
SaaS & digital services

They thought it was a channel problem. The framework showed they were not learning fast enough from their own market activity.

Strong product, capable team, early traction, inconsistent growth. The team had data but not yet a learning system.

Back on track by converting activity into a learning cadence.
For portfolios & operators

Run a portfolio? See where every company actually stands.

If you back, run, or oversee multiple companies, portfolio reporting is scoped separately. The standard diagnostic gives each company the same six-layer scoring standard, then we can design a portfolio view around your group.

Venture firms Accelerators Family offices Holding companies Operating partners

Portfolio reporting is a scoped engagement, not part of the standard one-time diagnostic.

The methodology

A book becomes an operating system.

Every section of the diagnostic is anchored to a chapter. Every Growth Action is anchored to a named framework. The platform is the book, applied.

The Digital Growth Playbook by Kalle Sarraj
The book

The Digital Growth Playbook

By Kalle Sarraj · First Edition, 2026

The complete Growth Operating System methodology with real-world case studies, named patterns, and frameworks for every growth dimension. Every diagnostic section is anchored to a chapter.

191pages 23chapters 6layers 24dimensions
GOS Framework Complete
The framework reference

GOS Framework Complete

Enterprise diagnostic toolkit

The reference companion. Five-level maturity models per dimension, the full 72-question executive diagnostic with scoring, Gap-to-Value Maps, and a transformation roadmap with governance model.

32pages 5maturity bands 24dimensions 1operating system
Kalle Sarraj, founder of Growth AI
About the author

Kalle Sarraj

Founder, Growth AI · Author, The Digital Growth Playbook

I have spent my career working in digital commerce, marketing technology, and business transformation, across companies from early-stage startups to global enterprises in retail, financial services, and consumer technology.

"Technology only creates value when it is connected to strategy, execution, and measurable growth."

Most of what fails in growth does not fail because the tactics were wrong. It fails because the system was not built to absorb them. The same constraints repeat across industries. The same mistakes repeat across stages.

Growth AI is the synthesis of that work. It brings together practical thinking on AI, commerce, customer experience, and transformation for leaders who want to build with clarity, not chase hype.

Author, The Digital Growth Playbook
Digital commerce · transformation · AI strategy
Three continents · founder-led practice
Your advisor

Meet Maven.
Your senior growth strategist, on demand.

Trained on the Digital Growth Playbook framework and your own diagnostic. Available the moment you need a thinking partner. No bookings, no follow-up emails, no scheduling friction.

Maven
Senior growth strategist
An always-on advisor that reads your diagnostic, your scores, your interview notes, and the same framework a strategy partner would use.
✓Reads your full diagnostic
✓Knows all 24 dimensions across the 6 layers
✓Uses your diagnostic and interview language
✓Pressure-tests assumptions, not just confirms them
✓Available 24/7. No calendar, no waiting
What Maven does

Three things, every time you ask.

1

Diagnose

Names the pattern. Scores the gap. Tells you which of the 16 named patterns explains what you are seeing in the data.

2

Decide

Picks the next three moves. Sequences them. Dollarizes the cost of inaction so the trade-off is honest, not theoretical.

3

Defend

Pressure-tests your assumptions. Calls out the Strategy Tax. Tells you when the cheap answer is a trap and when it is the right one.

Maven reads your diagnostic and report. Growth Quarter support is scoped on a call.
Pricing

Three engagement depths.
Diagnose. Support. Reassess.

Start with the fixed-price diagnostic. If you want support after the report lands, we scope a Growth Quarter or annual rhythm around your team, capacity, and priorities.

Start here · One-time

Growth Diagnostic

$1,500 / one-time
The clearest read on where growth is actually constrained.
1 deep diagnostic · report and prioritized Growth Actions

For CEOs and leadership teams who want the truth before they invest in more marketing, agencies, tools, or hires.

  • Full Growth Operating Score across 6 layers and 24 dimensions
  • Constraint layer named, with five-band placement
  • Strategy Tax dollarized as the cost of growth left on the table
  • Score-based diagnosis from the 16-pattern library
  • Premium consulting-grade report (PDF) and executive summary
  • Ranked Growth Actions with canonical first moves
  • Maven AI advisor trained on your report
  • Optional leadership readout scoped separately
For CEOs who want the truth about where growth is stuck before committing to a longer engagement.
Flagship · Quarterly

Maven Quarterly

Scoped after call
The diagnostic, plus support around the 90-day rhythm.
Diagnostic + working rhythm across one quarter

For leadership teams that do not want the report to sit on a shelf. The diagnostic, continued as a done-with-you operating rhythm.

Everything in Growth Diagnostic, plus
  • Day-90 diagnostic reassessment with comparison report
  • Live quarterly working session with your leadership team
  • Mid-quarter check-in to unblock stuck Growth Actions
  • Scoped access to the Growth AI team between sessions
  • Continuous Maven access trained on your latest report
  • Coaching on how to assign and execute priority actions
For teams that want a partner in the room for the 90 days that follow the diagnosis.
Annual cadence · Year-long partner

Growth Operating System

Scoped after call
Growth as a repeated diagnostic rhythm, not a one-off project.
4 cycles · senior strategist · decision support

For companies that want a repeated quarterly diagnostic and support rhythm across the year.

Everything in Maven Quarterly, plus
  • 4 quarterly diagnostic cycles across the year
  • Annual strategy review with a senior Growth Strategist
  • Scoped support for major-decision pressure-testing
  • Strategy Tax trendline tracked across the year
  • Quarterly board-style executive summary (PDF)
  • Priority support
For companies committed to running growth as a system across the year.
Contact

Talk to us before you start.

Most CEOs run the diagnostic on their own. Some prefer to walk through it with a strategist first. Either path is open. Send a note, book a call, or start the diagnostic now.

Direct line

Three ways in.

The diagnostic is the product. The conversation is the relationship. We answer every message personally within one business day.

Strategy call
Book a 30-minute call
Or just begin
Start the diagnostic now
Start the conversation

Find the constraint. Get the report. Decide the next move.

Start with the diagnostic or book a scoping call if you want help deciding whether the Growth Quarter is the right next step.

Sign in to Growth AI

New here? Book a free call or request an invite.
Or continue with email
Forgot your password? ← Back to homepage
Please enter your email and password.
Forgot your password? Reset it
Growth AI
Personal invitation

Set up your account.

You have been invited to run the Growth AI Diagnostic. Complete the four fields below and you will land directly in the platform. Industry, revenue, and the rest of your business profile come on the next screen, where the diagnostic is calibrated to your business.

Please fill in all required fields.
By continuing you agree to receive diagnostic-related email from Growth AI. We do not share your data.
Get started
Tell us about your business
This context shapes every insight in your Growth AI report. Be specific -- the more detail you give, the more precise the diagnosis.
1. About & Offer 2. Model & Scale 3. Presence & Sharpen
About You
Company Info
Business Model
Scale
Context
Your Digital Presence
Your Market
CFO SnapshotRequired
These five inputs drive The Numbers, Benchmark Positioning, The Risks, and What Winning Looks Like. Without them, those four sections cannot anchor against your reality and will come back generic. If you genuinely do not know a value, choose "I do not know yet" and the model will use sector defaults with a confidence flag.
Before You Score Yourself (Required — Becomes Direct Quotes in Your Report)
Please fill in all required fields marked with * before continuing.
Growth AI
Step 1 / 5 About you ~6 minutes total

Tell us who you are.

A few details so the report can address you directly. The rest of the intake is yours to shape.

What you do, and who you do it for.

The clearer the answer here, the sharper the diagnosis. Two sentences each is plenty.

Where you sell, and at what scale.

This shapes the channel and operations sections of your report.

Your numbers, anchored.

These five inputs drive the financial sections of your report. If you are not sure of an exact value, choose "I do not know yet" and we will use sector defaults with a confidence flag.

Optional · only if you have them

Last step: a short consultant-style conversation.

Six questions. About five minutes. Speak or type. Your answers become direct quotes in the report and shape every recommendation. The interview gets sharper if you do.

Question 1 of 6 · ~5 minutes
Click the mic once to start, click again to stop. Edit the text before sending if needed.
Step 1 of 5 · About you
Step 2 of 2 -- Business Context
Tell us about your business
This context personalises every Maven Growth Companion answer and diagnostic recommendation to your specific company, stage, and challenge.
Please select your industry, growth stage, and role to continue.
Skip for now and go to dashboard
Admin Access
Enter your admin password to view the client dashboard.
Growth Action
Dashboard
Growth AI

Growth AI Diagnostic

A comprehensive enterprise assessment across the 6 pillars of your growth system.

6
Layers
72
Questions
24
Dimensions
1
Growth Report
Please enter a company name to continue.
Before You Begin
This is not a quiz.
This is an enterprise-grade diagnostic based on the Growth AI framework. How you score here determines the quality of your diagnostic report. Read this before you start.
Score based on evidence, not aspiration. Your diagnostic report will analyze patterns across all 6 layers and identify where your growth is structurally breaking.
⚠
Do not score for where you want to be
Score for where you actually are, with evidence. If you cannot point to a documented process, a measured result, or consistent behaviour, do not score it a 4 or 5.
🔎
The patterns matter more than individual scores
The diagnostic looks across all 6 layers to find cross-layer patterns: the Strategy Tax, the Activity Trap, the Perception Accuracy. A single low score is a problem. A pattern of low scores is a structural constraint.
📑
Your report references The Digital Growth Playbook
The diagnostic report will cite specific chapters from The Digital Growth Playbook relevant to each layer. Use this as your reading roadmap after the assessment.
Scoring Guide
1
Does not exist or is severely broken
2
Early stage, ad hoc, no consistency
3
Decent but not great. Works sometimes
4
Consistently strong with clear evidence
5
Genuinely excellent. Best in class. Proof exists
Assessing:
Next step
Generate your full consulting-grade diagnostic report
A McKinsey-grade narrative across all six layers, with prioritized actions and a 90-day plan.
Growth Operating System · Execution
Quarter Plan
A growth action for every dimension across all six layers. The three weakest layers are flagged Priority — start there and work outward.
In Progress or Complete
0 / 24
Fully Complete
0 / 24
Priority Layers
3 of 6
Your three weakest layers
Growth AI

Step 1 of 2: Company Profile

Set up your Growth Profile

This information calibrates the diagnostic to your business context. Your answers shape the analysis, recommendations, and cost calculations in your report.

CALIBRATION (OPTIONAL, SHARPENS THE REPORT)

CFO SNAPSHOT (OPTIONAL, MAKES THE NUMBERS MORE SPECIFIC)

Use the closest range. If you do not know a number yet, choose "I do not know yet" and the report will keep the financial model directional instead of pretending to know.

BEFORE YOU SCORE YOURSELF

Three short prompts to capture your current thinking. Your answers go into your report as direct quotes, so the analysis can compare what you believe is broken against what the scores actually show.