AI Product Validation

You Built It. Now Find Out If It Can Get Users.

Most AI founders can already build the product, with tools like Cursor, Replit, Bolt, or Lovable. The harder question is whether real people will use it. Actyte answers that with real demand signals, competitor gaps, a real buyer persona, and an ads test with lead projections, so you get an honest go or no-go before you spend another month building.

48-Hour Delivery Confidential & NDA-Backed Human-Reviewed Research Evidence-Based, Not Guessed No Long-Term Contracts
Validation Complete
Full report delivered
app.actyte.com/validation
Demand Signal
92/100
Cross-platform validated
Competitor Gap
Whitespace
No direct competitor found
Persona Fit
Strong
Validated by research
Demand & Persona Confidence Validation Snapshot
Demand Signal Strength74%
Persona Confidence81%
Demand Signals Found
12
94% Confidence
Demand Signals
Competitor Gaps
Buyer Persona
Ads Test & Leads
Full Report

Built for Founders Ready to Validate Their Product

You had the idea. You built the landing page, app, SaaS, store, or website. Now you need to know if there’s a real market behind it before you take the next step. Actyte looks at demand, competition, buyers, and acquisition potential to tell you whether your product has a real shot at getting users, and what could stand in the way.

Research Driven
Evidence Based
Action Focused
Founder Friendly
Data Backed

Building It Was Never the Hard Part. Getting Users Is.

Maybe nobody is using what you built. Maybe you are about to spend another month adding features instead of finding out why. Either way, the answer is research, not more code.

Built It, No Users

It works. Almost nobody is using it, and it is not obvious why.

Wasted build time

Another Feature Won't Fix It

Adding more to the product rarely solves a demand problem or a positioning problem.

More wasted cycles

Traffic Without Conversion

People visit and leave. Something about the offer, the audience, or the message is off.

Low conversion

Wrong Assumptions About Customers

The persona in your head and the person who actually buys are rarely the same.

Misaligned messaging

No Idea Where Competitors Are Winning

Without checking, you cannot tell whitespace from a market that is already taken.

Wasted positioning

Demand Never Confirmed

Plenty of ideas feel promising. Few founders check whether real people are actually searching for the solution.

Unvalidated demand

Delayed Go or No-Go

Without a clear verdict, founders keep building on a maybe instead of a yes or a no.

Stalled decision

Money Spent Without Proof

Time and money keep going into the product before anyone confirms it can get customers.

Opportunity cost
What We Analyze

Exactly What We Validate, Nothing We Do Not Deliver

We don't promise a growth strategy or a marketing plan. Every engagement checks four things, and only four things, so what we tell you is exactly what ends up in your report.

Real Demand Signals

We check whether real people are actively searching for a solution like yours, across forums, search behaviour, and keyword competition.

Competitor Gaps

We search live ad libraries and the competitive landscape to see what competitors are missing, and whether the space is already taken.

Real Buyer Persona

We define your real customer from actual behaviour, not the assumption built into the product.

Ads Test & Lead Projections

We run a small, budgeted ads test and project realistic customer acquisition numbers, so you know what proving demand actually costs.

Distribution Intelligence Engine

Watch Research Become an Honest Verdict

This is exactly how we get from I built something to a clear go or no-go: six stages, nothing skipped, nothing added we can't back up.

01

Where You Are Right Now

We start with what you have already built or are about to build, and the real question: will this get customers?

02

Demand Signal Research

We check whether real people are actively searching for a solution like yours, replacing assumption with evidence.

03

Competitor Gap Analysis

We search live ad libraries and the competitive landscape to see what your space is missing.

04

Buyer Persona Mapping

We define your real customer from actual behaviour, not the persona built into the product.

05

Ads Test & Lead Projection

We run a small, budgeted validation test with a conservative and optimistic lead projection attached.

06

Verdict Report

You get one honest report: what the signals prove, what they do not, and a clear go or no-go.

What You Receive

Exactly What's In Your Report, Nothing More

No padded feature list. Every engagement delivers these things in one written report, so what we promise is exactly what you receive.

01 Real Demand Signals (Forums, Search & Keyword Data)
02 Competitor Gap Analysis (Live Ad Library Search)
03 Real Buyer Persona (Grounded in Actual Behaviour)
04 Ads Test Plan with Budget & Lead Projections
05 Honest Risk & Caveats Summary
06 Go / No-Go Verdict
How It Works

A Structured Process, Not a Guessing Game

Four disciplined stages take you from I already built this, now what, to an honest, evidence-backed verdict.

01

Discover

We define what you've built or are about to build, and the exact question we are validating: will this get customers?

02

Analyze

We research demand signals, competitor gaps, and your real buyer persona across forums, search data, and live ad libraries.

03

Validate

Findings are cross-checked across independent channels, so no single signal carries the whole conclusion.

04

Recommend

You receive a budgeted ads test with lead projections and a clear go or no-go verdict, not a guess.

Case Studies

Real Founders. Real Verdicts.

A look inside two engagements where validation research told AI founders exactly where to focus next.

AI Property Due Diligence Platform

Alexanderdaw

Read Full Story
ChallengeResearchCompetitive AnalysisDistribution StrategyRecommendationsExpected Business Value

Alexanderdaw needed to identify which channels would put its AI-driven due diligence platform in front of the right property investors and legal teams, without diluting its positioning as a premium, expert-grade tool. We mapped how target buyers currently evaluate due diligence software, benchmarked adjacent proptech distribution models, and identified a focused channel strategy built around partner-led distribution and high-intent direct outreach rather than broad paid acquisition.

"Actyte's research reframed how we thought about go-to-market entirely. Instead of guessing which channel to scale, we had a clear, evidence-backed direction."Founder, Alexanderdaw
VvE AI Chatbot

Adriaan Mol

Read Full Story
ChallengeCustomer ValidationMarket OpportunityDistribution AnalysisGo-To-Market StrategyRecommendations

Adriaan Mol set out to bring an AI chatbot to homeowners' associations (VvE) but needed validation that property management firms, not individual homeowners, were the right entry channel. Our research validated demand at the property-management layer, benchmarked how competing tools were distributed into this niche, and produced a distribution strategy centered on management-firm partnerships as the primary growth channel.

"We assumed our end users were the right first customer. Actyte's distribution analysis showed us exactly why the property managers were the better entry point."Founder, Adriaan Mol

Why Founders Choose Actyte Over a Marketing Agency

We do not build your product, run your ads long term, or manage your SEO. We tell you if it can get customers, and what to do next.

Research Before Assumptions

Every finding is grounded in real demand and customer research, not opinion about what should work.

Built for AI Founders, Not Traditional Startups

We know the difference between validating a physical product and validating something built with AI tools like Cursor, Replit, or Lovable, whether that is an app, a SaaS platform, an online store, or a website. Our research is built for the latter.

Not a Marketing or SEO Agency

We do not sell ongoing services. You get one report, one verdict, and a clear next step.

Business-Focused Insights

Every finding is tied back to customer acquisition, revenue, and time to your first paying user.

No Overpromising

If the signals say stop, we'll tell you that too. The verdict is a go or no-go, not a sales pitch to keep you paying.

Founder-Friendly Communication

Straightforward, jargon-free reporting built for founders, not analysts.

What Founders Say

"

Actyte didn't just tell us where to sell. They showed us why our first two channel choices would have failed, backed by research we couldn't have produced ourselves.

AW
Alexander de Waal
Founder, Alexanderdaw · Netherlands
"

The distribution analysis was the missing piece between our product and our go-to-market plan. We finally had a strategy built on evidence instead of instinct.

AM
Adriaan Mol
Founder · Netherlands
Pricing

Transparent Pricing. Clear Deliverables.

One report, four things we actually check: real demand signals, competitor gaps, a real buyer persona, and an ads test with lead projections, plus an honest go or no-go verdict. Nothing padded, nothing promised that is not inside.

Most Popular
AI Product Validation
$99
  • Real Demand Signals (Forums, Search & Keywords)
  • Competitor Gap Analysis (Live Ad Library Search)
  • Real Buyer Persona
  • Ads Test Plan with Budget & Lead Projections
  • Honest Risk & Caveats Summary
  • Go / No-Go Verdict
  • PDF Report
  • Email Support
Validate My Product
One-Time PaymentNo Hidden FeesExactly 4 Deliverables, Nothing ExtraEvidence-Backed, Not Guessed
Frequently Asked Questions

Everything You Need to Know

For AI founders and Vibe Coders, this is not traditional retail distribution consulting. It's a four-part validation built for software products: real demand signals pulled from forums, search behaviour and keyword competition, a competitor gap analysis from live ad libraries, a buyer persona grounded in actual behaviour, and a budgeted ads test with lead projections, closed out with an honest go or no-go verdict.

Building is no longer the hard part. Tools like Replit, Bolt, Lovable, Cursor, and Claude Code have made shipping software fast. Getting users is still hard, and choosing the wrong acquisition channel is one of the most expensive mistakes a founder can make. It drives up acquisition costs, stalls growth, and can misalign pricing and positioning. Validating this before you build further reduces risk and speeds up your path to paying customers.

Timelines depend on the scope of your market and the number of channels being evaluated. Most engagements move through Discovery, Analysis, Validation, and Recommendation in a matter of weeks, and we'll confirm a specific timeline once we understand your product.

We work with Vibe Coders, AI founders, indie hackers, solo founders, SaaS founders, non-technical entrepreneurs, and startup teams, including anyone building with Replit, Bolt, Lovable, Cursor, Claude Code, Windsurf, Firebase Studio, or similar AI development tools.

One written report covering exactly four things: real demand signals pulled from forums, search behaviour and keyword data, a competitor gap analysis from live ad libraries, a buyer persona grounded in actual behaviour, and a budgeted ads test with conservative and optimistic lead projections, closed out with an honest go or no-go verdict. If it isn't in that list, it isn't in the report.

Yes. The ads test plan is written to be run by you or your own team, with a clear budget, audience strategy, and conservative and optimistic lead projections attached. Some founders run it themselves; some ask us to stay involved through the pilot.

General market research tells you what's happening in a market. This goes further and stays honest about its limits: it tells you whether real demand signals exist, whether the space is already claimed by competitors, who your real buyer is, and what a live ads test would cost to prove it, not a vague industry overview.

Yes. Every engagement ends with a clear Go / No-Go verdict, backed by the demand signals, competitor gap analysis, and buyer persona research in your report, plus the ads test plan with its budget and projected leads, so you know exactly what testing your product would cost before you commit to it.

Stop Guessing If Your Product Can Get Users.

Get an honest answer before you spend another month building.