Free Growth Diagnostic · AI-Native B2B SaaS

Know exactly why your AI product isn't growing.

We review your positioning, funnel, onboarding, and activation, then hand you the top 3–5 bottlenecks and a 30-day action plan. Free, async, no call required.

Done personally by the founder. Limited slots per month, first come first served.

01 · The pattern

Most AI products stall the same way.

You shipped something genuinely good. Early users said nice things. Then growth flattened. More content, more outbound, more ads: every fix moved the needle less than the one before it. Here's the pattern we see over and over:

a.

The team ships faster than it validates. Features pile up before anyone confirms which problem the buyer is actually paying to solve.

b.

The copy describes the model, not the buyer. The homepage talks about agents and capabilities while the buyer is asking "is this for someone like me?"

c.

GTM launches before activation works. Traffic arrives, signs up, hits a confusing first session, and quietly leaves. Low conversion and high churn follow.

Growth gets blamed for what is actually a product problem. The diagnostic finds where, exactly.

02 · What we review

Nine checkpoints, from first impression to retained user.

We walk your product the way a skeptical buyer would, then the way a growth lead would.

01

Positioning

Is it instantly clear what this is, who it's for, and why it beats the status quo?

02

ICP

Are you aimed at the buyer who feels the problem hardest, or at everyone at once?

03

Homepage

Does the page sell the outcome, or describe the technology?

04

Acquisition path

How buyers find you, and whether that path matches how they actually buy.

05

Signup

Every field, screen, and moment of doubt between "interested" and "in."

06

Onboarding

Does the first session lead to value, or to a blank screen and a docs link?

07

Activation

The moment users "get it," and whether that moment is defined, measured, and reached fast enough.

08

Lifecycle

What happens after day one: email, in-product nudges, expansion, win-back.

09

Analytics

If you share access, we check that you're measuring the numbers that actually predict revenue.

03 · What you get

A document you can act on this week.

i.

Your top 3–5 bottlenecks

Not a 40-page audit of everything. The handful of issues that are actually costing you conversion and retention, ranked by impact and with the reasoning shown.

ii.

A 30-day action plan

What to fix first, second, and third, with enough detail that your team can execute without us. Sequenced so the early fixes make the later ones easier.

iii.

A straight recommendation

Whether Lumeneze should help you execute. If we're not the right fit, the report says so and points you in a better direction.

The honest part: yes, this is how we meet future clients. But the diagnostic is built to be complete on its own. Take the plan and run it yourself. Plenty of teams do exactly that.

04 · How it works

Three steps. Zero meetings required.

1.

Request it

Fill in the short form below. It takes two minutes. Your product URL and one sentence about where growth feels stuck is all we need to start.

2.

We review

We go through all nine checkpoints as a real buyer and a growth operator would. If we need access to analytics or a test account, we'll ask. Sharing is always optional.

3.

You get the report

Bottlenecks, plan, and recommendation land in your inbox within 5 business days. Read it, act on it, or book a call to talk it through. Your choice.

05 · Who it's for

Built for teams with a real product and a real question.

This is for you if

  • You're building AI-native B2B SaaS that is live, in beta, or weeks from launch.
  • You have signups but weak activation, or traffic but weak conversion, or users but weak retention.
  • You're the founder or product lead and you want a direct, unfiltered read on what's broken.
  • You'd rather fix the product and funnel than buy more ads on top of a leak.

Probably not for you if

  • You're pre-product, with an idea and a deck. (Come back when there's something to review.)
  • You're building consumer apps. Our depth is B2B buying behavior.
  • You want validation, not a diagnosis. The report will name real problems.

06 · After the diagnostic

If you want help executing, there's a clear path.

No pressure and no surprise pitch. The path is simply visible from the start.

Stage one · Free

Diagnostic

The report you're requesting on this page. Complete on its own.

$0 · yours to keep

Stage two

Sprint

A focused engagement fixing the top bottlenecks from your report: positioning, funnel, onboarding, or activation.

Scoped from your diagnostic

Stage three

Ongoing

Monthly product and GTM partnership: iteration loops, lifecycle systems, and growth infrastructure.

From $1,000/mo · see pricing

Request yours

Get your free growth diagnostic.

Two minutes to fill in. Within 5 business days you'll have a ranked list of what's blocking growth and a plan to fix it.

  • Reviewed personally, not by a tool
  • Fully async, no discovery call required
  • Yours to keep and execute, with or without us
Prefer to talk first? Book a 15-minute intro call and we'll tell you in one conversation whether the diagnostic is worth your time.

No spam, no drip-carpet-bombing. We'll email about your diagnostic and, occasionally, things genuinely worth your time. Unsubscribe anytime.

Request received.

We'll review your product and get your diagnostic to your inbox within 5 business days. Keep an eye out for a confirmation email. If you want to skip the queue, grab a call below.

Book a 15-minute intro

A note from the founder

"I've watched good AI products burn runway trying to brute-force growth around problems nobody had named. The diagnostic exists so you never have to do that. You'll know what's broken, what to fix first, and whether you need us at all, before you spend another dollar on distribution."

Ashikur Rahaman, founder of Lumeneze

Ashikur RahamanFounder, Lumeneze · AI product & growth for B2B SaaS. Work spans Synapse, Up2China, Noctave AI, guHRoo, Rackline AI, and more.

FAQ

The questions everyone asks.

Is it actually free? What's the catch?+

Actually free. The "catch" is transparent: some teams who get the diagnostic hire us to execute the plan, and that's how this pays for itself. If you take the report and run it entirely yourself, that's a fine outcome. You'll remember who found the problems.

How long does it take?+

You'll have the report within 5 business days of your request. Slots are limited each month because every review is done personally. If we're at capacity, we'll tell you your date up front.

What do you need access to?+

Nothing to start. A URL is enough for the outside-in review. If you can share analytics, a test account, or a demo recording, the review gets sharper, but it's optional and covered by confidentiality on request.

Who does the review?+

Ashikur Rahaman, Lumeneze's founder. He's an AI product manager who has led product and growth at AI-native startups and built AI systems, funnels, and lifecycle infrastructure across a dozen B2B products. No junior analysts, no automated audit tool.

We're not an "AI product" exactly. Can we still request one?+

If you're B2B SaaS and growth is stuck at positioning, conversion, or activation, yes, the checkpoints apply. The AI-native focus just means that's where our pattern library is deepest.

One last thing

The bottlenecks exist whether you look or not.

Every week they run is a week of paid traffic, outbound, and content working harder than it should. Finding them now costs you two minutes.

Request my free diagnostic