AI Product Viability Engine
Build Your Own AI Product Validation SaaS — Without Starting From Scratch
ProductIQ™ SaaS Business-in-a-Box
The complete blueprint, AI build prompts, product architecture, scoring system and launch framework for creating your own AI-powered ecommerce product validation software.
You don't need to spend months deciding what to build.
You don't need to design the entire software architecture yourself.
And you don't need to start with a blank screen wondering what to tell AI.
ProductIQ™ gives you the business model and complete build blueprint.
Follow the system to create your own AI-powered platform that helps ecommerce sellers evaluate product ideas, understand their economics, organize market evidence, develop advertising hypotheses and decide what deserves a controlled test.
One-Time Purchase: $797
Instant Digital Access
You're Not Buying Another “How to Use AI” Ebook
You're getting the blueprint for an entire SaaS product.
ProductIQ™ has already mapped out:
✓ What the software should do
✓ Who it is designed for
✓ The features it needs
✓ How the user moves through the app
✓ How product viability is scored
✓ How the database is structured
✓ How AI should analyze the information
✓ What each screen should contain
✓ How to build each stage using AI coding tools
✓ How the software can be monetized
✓ How to test it before launch
✓ How to position and market it
Instead of beginning with:
“I want to build an AI business. What should I make?”
You begin with:
“Here is the business. Now build it.”
What You're Building
ProductIQ™ is designed as an AI-assisted Product Viability Engine for ecommerce sellers.
A user creates a product project and enters information such as:
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Product
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Selling price
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Landed cost
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Shipping costs
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Payment fees
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Target CPA
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Target market
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Competitor observations
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Customer research
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Supporting evidence
The system then helps organize and analyze that information to produce an evidence-based product assessment.
Instead of simply saying:
“This looks like a winning product.”
ProductIQ™ is designed to answer:
Does the economics make sense?
What evidence supports demand?
What could prevent this product from working?
What customer motivations appear worth testing?
What are the biggest unanswered questions?
What should be tested first?
That distinction is important.
ProductIQ™ isn't designed to magically predict winning products.
It's designed to help users make better-informed testing decisions before committing significant advertising capital.
The ProductIQ™ Viability Engine
At the heart of the software is a transparent 100-point Product Viability Framework.
Every product is evaluated across six dimensions:
Unit Economics — 25 Points
Can the product realistically support customer acquisition costs while maintaining sufficient contribution margin?
Demand Evidence — 20 Points
Is there meaningful evidence that customers are actively experiencing the problem or seeking the desired outcome?
Differentiation — 15 Points
Can the product or offer be positioned differently enough to give customers a compelling reason to choose it?
Creative Potential — 15 Points
Are there multiple customer motivations, hooks, demonstrations and advertising concepts worth testing?
Fulfilment & Risk — 15 Points
What could undermine profitability through shipping, refunds, complexity, compliance, durability or customer-support requirements?
Evidence Quality — 10 Points
How reliable, recent, diverse and traceable is the research supporting the conclusions?
And There's an Important Difference
ProductIQ™ doesn't simply generate a score and pretend AI knows everything.
The framework includes an Evidence Confidence Multiplier.
If the underlying evidence is weak, confidence in the final score is reduced.
That means the software is designed to distinguish between:
Verified evidence
User assumptions
Calculations
AI inference
and
Unknowns
Because sometimes the most valuable answer isn't:
“YES.”
It's:
“We don't have enough evidence yet. Here's the cheapest way to find out.”
What Your ProductIQ™ Software Can Include
1. Product Analysis
Enter a product and its key economics.
The system organizes the information into a structured product project and generates a clear assessment.
2. Economics Engine
Calculate important metrics using deterministic formulas rather than AI guesses.
Including:
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Gross profit per unit
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Contribution margin
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Break-even CPA
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Break-even ROAS
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Target CPA
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Contribution after advertising
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CPA sensitivity scenarios
Know what the economics require before spending heavily on advertising.
3. Evidence Room
Store and organize research behind every product hypothesis.
Evidence records can include:
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Source
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URL
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Date
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Evidence type
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Exact customer excerpt
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Interpretation
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Confidence level
This makes ProductIQ™ more than another AI chatbot.
Recommendations can be traced back to actual evidence.
4. Customer Hypothesis Engine
Turn scattered customer research into structured hypotheses.
Identify:
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Customer situations
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Desired outcomes
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Recurring frustrations
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Purchase triggers
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Objections
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Alternative solutions
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Potential motivations
Then connect those hypotheses directly to the evidence supporting them.
5. Contradiction Finder
Most AI tools are very good at agreeing with you.
ProductIQ™ is deliberately designed to do something different:
Look for reasons your hypothesis could be wrong.
The system searches the supplied evidence for information that weakens or contradicts the proposed opportunity.
That can help prevent confirmation bias before money is spent testing.
6. AI Creative Lab
Turn supported customer motivations into testable advertising concepts.
Generate:
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Advertising angles
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Hooks
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Visual concepts
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Objections to address
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Proof requirements
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Customer motivations
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Creative hypotheses
Instead of producing random ad ideas, concepts can be connected to the customer evidence behind them.
7. Controlled Testing Plan
Turn the analysis into an actionable validation experiment.
The system can structure:
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Test budget
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Duration
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Target CPA
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Campaign structure
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Creative variables
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Early diagnostic metrics
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Decision criteria
Most importantly, it distinguishes between:
SUPPORTED
Evidence strengthened the hypothesis.
WEAKENED
Results suggest the hypothesis may be wrong.
UNRESOLVED
There isn't enough information to make a responsible conclusion yet.
8. Product Decision Report
Turn the complete analysis into a professional report containing:
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Product assumptions
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Unit economics
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Viability score
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Evidence confidence
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Strongest evidence
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Contradictory evidence
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Customer hypotheses
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Objections
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Creative concepts
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Critical unknowns
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Recommended next test
Use the report internally, with a team, or potentially as part of a client service.
What You Receive
This isn't just the concept.
We've mapped out how to build it.
✓ ProductIQ™ Master Blueprint
The master document covering:
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Business concept
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Target customer
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Product positioning
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Feature architecture
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Scoring methodology
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User journey
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Database structure
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AI architecture
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Monetization
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Testing methodology
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Launch strategy
✓ Copy-and-Paste AI Build Prompts
You don't have to figure out how to explain the application to an AI coding assistant.
The build has been broken into sequential stages.
Prompts cover:
Build 01 — Application Foundation
Build 02 — Database
Build 03 — Product Intake
Build 04 — Economics Engine
Build 05 — Evidence Room
Build 06 — Viability Scorecard
Build 07 — AI Gateway
Build 08 — AI Analysis
Build 09 — Creative Lab
Build 10 — Testing Planner
Build 11 — Decision Reports
Build 12 — Billing Architecture
Build 13 — Security & QA
Build 14 — Deployment
Build one stage.
Test it.
Then move to the next.
✓ Product Architecture
Know exactly how the major pieces of the application fit together.
Including specifications for:
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Users
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Projects
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Economics
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Evidence
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Scores
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Customer hypotheses
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Creative concepts
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Testing plans
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Reports
You're not asking AI to invent the application architecture as it goes.
✓ AI Prompt Architecture
ProductIQ™ includes the AI reasoning framework behind the application.
Including prompt specifications for:
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Evidence cleaning
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Economics interpretation
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Customer hypothesis generation
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Contradiction analysis
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Differentiation analysis
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Creative strategy
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Test design
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Executive reporting
The AI is explicitly instructed not to invent statistics, quotes, customer demographics, competitor information or sources.
✓ App Screen Specifications
Know what needs to be built before you start building.
The blueprint specifies screens including:
Dashboard
New Product
Economics
Evidence Room
Analysis
Scorecard
Customer Hypotheses
Offer Lab
Creative Lab
Test Plan
Decision Report
Settings
✓ Launch & QA Checklist
Building the app is only part of the process.
You'll also receive a structured checklist covering:
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Product functionality
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AI reliability
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Security
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Authentication
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Data ownership
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API keys
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Billing
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Reports
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User deletion
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Testing
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Deployment
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Commercial launch
✓ Business & Monetization Framework
ProductIQ™ isn't just designed as a software project.
It's designed as a potential software business.
The blueprint includes possible pricing architecture such as:
Solo
$49–$99/month
Pro
$149–$249/month
Agency
$399–$799/month
Founder Lifetime Offer
$797 one-time
These are positioning examples—not promises of what customers will pay.
You choose your own pricing and business model.
✓ Commercial Build License
Your purchase includes a license allowing you to use and modify the blueprint, prompts and templates to build your own branded version of the software for commercial use, subject to the included license terms.
You are not limited to building ProductIQ™ exactly as shown.
Change the:
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Name
-
Branding
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Interface
-
Features
-
Pricing
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Customer
-
Positioning
Build something you own.
You are buying the blueprint—not a franchise.
You Don't Need to Be a Traditional Developer
ProductIQ™ has been designed around modern AI-assisted development.
The build prompts can be used as structured instructions with suitable AI coding environments.
Instead of manually writing every line of code, you guide the AI through individual build stages.
But we want to be very clear:
ProductIQ™ is not a magic one-click app generator.
You should expect to:
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Create the required third-party accounts
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Configure hosting
-
Set up a database
-
Obtain AI/API credentials
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Configure payment processing
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Test generated code
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Troubleshoot issues
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Review security
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Deploy the application
AI can dramatically accelerate development.
It does not eliminate the need to test what gets built.
Your 30-Day Build Roadmap
The blueprint provides a suggested four-week implementation sequence.
WEEK 1
Build the foundation
Application structure
Database
Authentication
Product intake
Economics engine
WEEK 2
Build the intelligence
Evidence Room
Viability scoring
AI gateway
Analysis engine
WEEK 3
Build the commercial product
Creative Lab
Testing Planner
Reports
Billing
WEEK 4
Prepare to launch
Security review
Formula testing
AI hallucination testing
Deployment
Demo project
Landing page
Launch
The 30-day roadmap is an implementation target, not a guarantee. Your actual timeline depends on your experience, chosen tools, integrations and scope.
Why ProductIQ™?
You could ask AI:
“Give me an idea for a SaaS.”
Then spend weeks figuring out:
What should it do?
Who is it for?
What screens do I need?
How should the database work?
What should AI analyze?
How should it score products?
What prompts do I need?
How should I monetize it?
How do I test it?
What should I build first?
Or you can start with those decisions already mapped.
That's what ProductIQ™ is designed to give you.
Not just an idea.
Not just prompts.
Not just an ebook.
A blueprint for an entire AI software business.
Who Is This For?
ProductIQ™ is designed for:
Entrepreneurs who want to launch an AI software product.
Ecommerce sellers who understand the pain of product research and want to turn that knowledge into software.
Marketers looking to create a recurring-revenue digital business.
Agencies interested in building product-analysis tools for their workflow or market.
AI builders who can build software but don't want to spend weeks designing the underlying business concept.
Non-technical founders willing to learn modern AI-assisted development and work through the build systematically.
Who Is This NOT For?
ProductIQ™ probably isn't for you if you're looking for:
A finished hosted SaaS that you can begin reselling immediately.
A guaranteed passive-income business.
A guaranteed “winning product” detector.
A one-click application requiring no setup.
Guaranteed customers or revenue.
A substitute for legal, security, tax or professional development advice.
We're selling you the blueprint and implementation system.
What you build with it is your business.
What You'll Need
Depending on how you choose to build ProductIQ™, you may need separate third-party services for:
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AI coding
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AI API usage
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Database
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Hosting
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Domain
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Email
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Payment processing
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Analytics
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Other data providers or integrations
Third-party fees are not included with ProductIQ™.
You control which providers you use.
Build It. Brand It. Launch It.
Imagine having your own SaaS where a customer enters a product idea and receives:
Product Economics
↓
Evidence Analysis
↓
Viability Score
↓
Customer Hypotheses
↓
Creative Opportunities
↓
Controlled Testing Plan
↓
Professional Decision Report
That's the business ProductIQ™ helps you build.
ProductIQ™ SaaS Business-in-a-Box
One-Time Purchase — $797
You receive:
✓ ProductIQ™ Master Blueprint
✓ Product architecture
✓ 100-point viability framework
✓ Evidence confidence methodology
✓ AI system architecture
✓ Prompt-chain specifications
✓ 14-stage AI build sequence
✓ Copy-and-paste build prompts
✓ Database specification
✓ Screen-by-screen UX specifications
✓ Monetization framework
✓ Launch strategy
✓ Marketing positioning and copy
✓ QA & launch checklist
✓ Commercial build license template
✓ Editable source documents included in the download package
Instant Digital Delivery
GET PRODUCTIQ™ — $797
One Product Idea Could Become an Entire Software Business
The hardest part of building software isn't always writing the code.
It's deciding what should be built.
ProductIQ™ gives you that starting point.
The business.
The product.
The architecture.
The logic.
The prompts.
The build sequence.
The monetization framework.
The launch plan.
Now it's your turn to build it.
GET INSTANT ACCESS TO PRODUCTIQ™ →
$797 — One-Time Purchase
Instant digital delivery after purchase.
Important Disclosure
ProductIQ™ is a digital business blueprint and implementation system. You are not purchasing finished, hosted software. Building and operating the application requires third-party development, AI, hosting, database, payment and potentially other services. Results, development time, revenue, profitability and product-market fit are not guaranteed.
ProductIQ™ provides decision-support concepts and software specifications. Product viability scores should not be represented as guarantees that a product will sell or be profitable.
Commercial usage is subject to the license supplied with your purchase.