Web3 Digital Marketing

Web3 Digital Marketing AI & Growth Architect | 48-Hour Revenue Leak Reviews | B2B SaaS, FinTech & VC | AARRR 2.0 Creator

Your product already has an AARRR 2.0 architecture.You probably just never mapped it.Here’s how I do it:I take the full ...
08/11/2026

Your product already has an AARRR 2.0 architecture.
You probably just never mapped it.

Here’s how I do it:
I take the full customer buying journey — the User Story Map, from entry to purchase, retention, expansion, and referral — and map the entire loop directly onto the product and GTM system.

Market Fit → ICP → JTBD → Acquisition → Activation → Revenue → Retention → Referral → ROI

Then I map what has to happen inside the business to move the customer from one stage to the next:

Product → Marketing → Sales → Customer Success → AI & Tech

This is where it gets interesting.

Revenue usually doesn’t leak inside a stage.
It leaks between stages.

A lead comes in — but the ICP signal is lost.
A user signs up — but there’s no clear first-value trigger.
Product intent appears — but Sales never sees it.
A customer gets value — but there’s no expansion or referral mechanism.

Each team can look “fine.”

The system can still be broken.

That’s what I built AARRR 2.0 to diagnose.

In my Revenue Architecture Review, I map the existing product + GTM journey against this architecture, identify the broken handoffs and revenue leaks, and show what to fix first.

Not another funnel audit.

A working revenue system built around how customers actually move through your product.

If you want me to map yours, DM me “REVIEW.”

Someone asked me last week what inspired me to rethink a framework that's been the industry standard for over a decade.T...
08/08/2026

Someone asked me last week what inspired me to rethink a framework that's been the industry standard for over a decade.
Twenty years in IT and FinTech will do that to you.

I've been the person called in after the marketing team was already fired and someone needed a department built from zero. The one brought in to keep sales alive while a business worked through a crisis. The one who launched a digital bank and took it to market. The one handed a full rebrand with no extra headcount and no extra time.

Almost never with the resources the job actually needed. Almost always on a clock someone else set.

Here's what that teaches you: speed without architecture doesn't scale a business. It just breaks it faster.

To launch or scale on a real deadline, you need business processes and architecture first, not more tactics. You need something that functions like a roadmap — one that lets separate departments operate on the same Lean logic, and lets you audit a live conversion funnel to see exactly what's working and what isn't.

AARRR 2.0 grew out of that work. It is not simply an expanded marketing funnel. It is a practical Revenue Architecture framework that connects Market Fit → ICP → Jobs to Be Done → Acquisition → Activation → Revenue → Retention → Referral →AI & Technology → and ultimately ROI.

I first came across Dave McClure's original AARRR as a product management framework. I'd already been building on his methodology for years. It became the missing piece. So I rebuilt it into a full AI Growth & Revenue Architecture.

The biggest inspiration to me is results.

Dave is a legend – and his support means a lot to me.

Businesses saved.

Founders who didn't believe a 48-hour review could find real revenue leaks and fix them through a 5-stage AARRR 2.0 exercise — until they saw their own numbers.

Last case: $70K/month in leaks. 15 found. 8 fixed for $0–$200 total.

Growth is not a Sales or Marketing function — even with AI. Growth is the operating system — the engine behind your business.

If you want to see it work on your own funnel — welcome.

Growth can't be delegated as a function. It has to become an operating system.Marketers ask how to get more traffic. Sal...
08/06/2026

Growth can't be delegated as a function. It has to become an operating system.
Marketers ask how to get more traffic. Sales ask for more leads.
Founders and boards ask something different: where is the system actually losing revenue, and why.

Something shifts when growth conversations start being run by Founders, CEOs, and Board Members instead.

Looking at my own LinkedIn analytics: Founders (11%), CEOs (8%), Co-Founders (7%), Board Members (2%) — and the companies behind them skew small and fast: 23% at 2–10 employees, 22% at 11–50.

That combination is not accidental. At that size, the founder still owns growth and revenue directly. There is no VP of Growth to delegate the question to.

Not "how many leads." But: where does acquisition disconnect from activation, why doesn't activation convert into revenue, what breaks retention before expansion, and whether the AI/tech layer is helping or just adding cost.

That is a different conversation — Acquisition → Activation → Revenue → Retention → Referral → AI & Tech, as one connected system.

The read I do in a 48-Hour AARRR 2.0 Growth & Revenue Architecture Review — one diagnostic, one Action Plan connecting Product, Marketing, Sales, and AI & Tech.

If your growth questions have become board-level questions, it’s probably time to review the system behind them.

DM me for a 48-Hour AARRR 2.0 Growth & Revenue Architecture Review.
Link in the first comment.

A perfectly specced product with no path to revenue is still a leak. Just a well-built one.Every AI dev tool right now p...
08/04/2026

A perfectly specced product with no path to revenue is still a leak. Just a well-built one.
Every AI dev tool right now promises the same thing: give us your idea, we'll give you a roadmap, an architecture graph, a tech stack, a spec. Fast, clean, buildable.

That's Dev Architecture. And most founders stop exactly there.

Here's the problem. Dev Architecture answers what to build. It never answers how it becomes revenue.

Nobody's Architect Agent tells you who buys first and why now.

Nobody's spec tells you what happens in the first ten minutes of someone using the product, so they don't leave.

Nobody's roadmap tells you how first use turns into paid, how a customer stays past week one, or how AI plugs into growth instead of just into code.

Prompt ≠ GTM. Agent ≠ Revenue System. Tool ≠ Growth.

This is where AARRR 2.0 🏴‍☠️🦜📈 starts — exactly where Dev Architecture stops:

Market Fit → ICP → JTBD → Acquisition → Activation → Revenue → Retention → Referral → AI & Tech → ROI

Dev Architecture builds the product. Revenue Architecture builds the engine that turns that product into a business. One gives you code. The other gives you customers, retention, and a repeatable path to revenue.

Founders don't fail because the product wasn't specced well. They fail because nobody architected what happens after the build.

Growth is a system.

If your product is built but your revenue path isn't, that's not a tooling gap. That's an architecture gap.

Build your revenue path before burning more cash on dev.

A workshop can provide knowledge, but it cannot replace a unified Revenue Architecture.One of my “million-dollar questio...
08/01/2026

A workshop can provide knowledge, but it cannot replace a unified Revenue Architecture.
One of my “million-dollar questions” for founders is:
Can you map the full User Story Map and Buying Journey end to end?

Around 90% struggle. Each department head owns a fragment of the customer path, but no one owns the complete system. That is where conversion leaks, broken handoffs, and misaligned metrics appear.

The follow-up is always: Which specific triggers move buyers forward, and how are they measured?

In a recent diagnostic, a broken funnel revealed 15 revenue leaks causing approximately $70K in monthly losses. Eight of them required only $0–$200 to fix.

Another recurring pattern: engineering builds the product as a storefront, while Marketing and Sales join later — leaving the backend without the Revenue Architecture needed for acquisition, retention, and ROI.

CJM is not the Buying Journey. Revenue Architecture must be designed before development and promotion begin. That is what makes scaling faster, more predictable, and far less expensive.

Every head of department was right. The company was still losing $70,000/month.I just finished a 48-Hour Revenue Archite...
07/22/2026

Every head of department was right. The company was still losing $70,000/month.

I just finished a 48-Hour Revenue Architecture Review for a B2B SaaS / E-commerce client under NDA. The founder was about to approve:

• Paid software subscriptions for a 25-person sales team (5 tools, ~$20–$100/mo each per rep)

• Budget for 5 custom AI agents

• Additional marketing spend to offset dropping conversions

Every manager defended their numbers. Every request looked completely reasonable in isolation.

Instead of adding new overhead, I mapped the business through the AARRR 2.0 Revenue Architecture and identified 15 distinct structural leaks hiding inside their existing traffic (124,000 visits/quarter).

Here is what was actually broken:

1. Product & Discovery: Basic Product SEO and AI Search indexing were missing (no ALTs, broken titles). Neither Google nor AI search engines could parse the site.

2. Sales & Marketing: Outbound wasn't dying. Product, Marketing, and Sales were literally spamming the exact same leads simultaneously with 3 conflicting offers.

3. Operations & AI: Out-of-stock / unoptimized tier pages were completely blank, sending high-intent buyers straight to competitors. AI agents were being deployed just to automate this broken flow faster.

📊 AARRR 2.0 Growth Review Math (48-Hour Findings):

• Current Monthly Leak: $30,000 – $70,000 / month

• Cost to Fix: $0 for 8 out of 15 fixes (the rest require minor tools at $15–$200/mo)

• Immediate Recovery: +$53,000/month recovered in 30–60 days

• Total 90-Day Recoverable Revenue: $53,000 – $155,000 / month (ROI up to 230:1)

The Executive Takeaway

Adding AI or approving new software subscriptions before fixing your core architecture doesn't scale revenue — it just accelerates burn.

If your department heads are all asking for more budget while your bottom line stays flat: stop buying tools and fixing pages over broken logic.

Fix the architecture.

The 48-Hour Revenue Leak Review

I am taking one B2B SaaS or tech company for a 48-Hour Revenue Leak Review this week.

If you are generating revenue and want to pinpoint exactly where your funnel is leaking (and stop scaling broken logic):

👉 Send me a DM with "REVIEW" and your product URL.

Ready to expand into the U.S.? Know a great founder?Real capital. High-value connections. A clear path to the U.S. marke...
07/21/2026

Ready to expand into the U.S.? Know a great founder?
Real capital. High-value connections. A clear path to the U.S. market.

Applications for scale2miami Cohort #3 are now open, and Mana Tech is looking for outstanding international MVP-stage startups with global ambition!

Over the past two cohorts, Scale2Miami has connected founders with experienced mentors, operators, and a network of 100+ angel investors — opening doors to market entry, strategic relationships, and early-stage funding.

This program offers real investment opportunities and a practical route to scaling in the U.S.

Honored to mentor and contribute!

Apply here: https://lnkd.in/eqemCrvE

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