Find what to build. Validate it. Bring it to market.
The Lab compresses the journey from AI opportunity to product opportunity to market-ready AI product, without the months of guesswork. Source the idea, score it with the A.I.M. Score™, then get the Business Blueprint and the tools to launch it.
AI-powered idea discovery from the web, forums and fresh launches
A.I.M. Score™
AI Idea Market Score · scored out of 100 across 3 axes
Business Blueprint
Positioning, go-to-market, revenue model and a 90-day action plan
The Tools
P.A.C.E., V.A.M., Scenario Testing and the Automation Map
Who it is for
Built for people who want to launch an AI-powered offer.
01
Non-technical founders
You have an idea, or want one, but no engineering team. Find out whether it is worth building before you spend a month or a dollar on it.
02
Business owners
You already run a business and want to add an AI product or service. See which offer fits your customers and what it could realistically earn.
03
Consultants, agencies and coaches
Run the Lab for your clients. Score their idea, hand over the Blueprint and tool reports as PDFs, and keep each client as its own project.
04
Career changers and side projects
You want to build something of your own alongside a job. Get a clear plan and a 90-day test sized to the time and budget you actually have.
No coding or AI experience needed. If you can describe an idea and who it is for, you can use every part of the Lab.
One document. Four complete parts.
The Lab finds your idea, scores whether it is worth building, plans the launch, then gives you the tools to run the numbers.
Part One
Idea Sourcer
AI-Powered Idea Discovery
Do not have an idea yet? The Lab scans the open web, forum pain points and fresh product launches to surface real business idea candidates, filtered to your focus and audience.
Live web scan for emerging trends and rising demand
Forum mining for real pain points people are venting about
Fresh product launches, before they become obvious
Filtered to your focus and target audience
Ranked shortlist, ready to feed straight into your score
No idea required to get started
Part Two
A.I.M. Score™
AI Idea Market Score
A rigorous analysis of your idea across three axes: market accessibility, income potential, and solo manageability. No inflation. No vague encouragement. Just the honest number.
A: Addressability score, how reachable is your market
I: Income Potential score, real revenue ceiling for this idea
M: Manageability score, can one person actually run this
Named real competitors and the gap you can own
Biggest risk for this specific idea, and how to mitigate it
Composite A.I.M. score out of 100 with viability verdict
Part Three
Business Blueprint
Your complete launch framework
Once you know the idea is viable, the Blueprint turns it into a launch plan built around your answers: who to sell to, how to reach them, what to charge and what to do each week.
Market position and messaging hook
Go-to-market plan and your first 10 customers
Competitive positioning and your long-term edge
Revenue model with month 3, 6 and 12 targets
90-day action plan: week-by-week, built around your idea
Risks, KPIs and a final verdict
Part Four
The Tools
Run the numbers yourself
Four working tools to price the offer, model real revenue, stress-test your assumptions and decide what to automate before you spend a dollar.
P.A.C.E. Model™: your real monthly revenue, net profit and 12-month projection
V.A.M. Pricing™: the exact price that maximises your margin
Automation Map: which tasks to hand to AI from day one
PDF export: a clean, shareable report
Delivered together
Idea Sourcer first, then your A.I.M. Score, then your Blueprint, then the Tools. One seamless workflow, built specifically for your idea.
What each tool actually does
No jargon. Exactly what you get and why it matters.
Idea Sourcer
AI-powered idea discovery
Do not have an idea yet? The Lab scans the open web, forum pain points and fresh product launches for real business idea candidates. Filtered to your focus and audience, ranked and ready to score in seconds.
A.I.M. Score™
AI Idea Market Score
Our AI reads your specific idea and scores it out of 100 across market size, competition, timing and solo manageability. Every analysis is unique: no generic templates.
Business Blueprint
Go-to-market plan
Answer five questions and the Lab builds your full launch plan: positioning, how to reach your first ten customers, how to beat the competition, a pricing and revenue model, and a week-by-week 90-day action plan.
P.A.C.E. Model™
Profit-Adjusted Capacity Estimator
Enter your price, capacity and costs. The Lab returns your real monthly revenue, net profit, effective hourly rate and a 12-month growth projection chart.
V.A.M. Pricing™
Value-Adjusted Margin Formula
Most entrepreneurs underprice by 30–40%. V.A.M. finds the exact price point that maximises your earnings without losing buyers, specific to your idea and market.
Scenario Testing
Live what-if modelling
Raise price 20%, add 5 clients, cut costs by 15%. Adjust sliders and see the exact financial outcome instantly. Make strategic decisions with real numbers.
Automation Map
AI workflow recommendations
The Lab identifies which parts of your specific business can run on autopilot from day one, saving 15–20 hours per week and reducing operational costs from the start.
PDF Export
Investor-ready report
Download your complete A.I.M. Score + Business Blueprint as a polished PDF, clean enough to share with partners, lenders or investors without editing.
Inside the dashboard
Here is what you will actually get
Real screens from the dashboard, using one worked example: an AI receptionist for independent salons.
Liora — The AI Productization Lab™
40 credits
Idea Sourcer
A.I.M. Score
Blueprint
P.A.C.E. Revenue
V.A.M. Pricing
Scenarios
Automation Map
How the Lab works
From no idea to full business blueprint in five steps.
1
No idea yet? The Lab finds one
Skip typing entirely. The Lab scans the web, forums and fresh launches, then hands you a ranked shortlist of real candidates.
2
Describe your idea
Pick one the Lab found for you, or type your own. The more specific, the sharper the analysis.
3
The Lab scores it
30 seconds. Real AI analysis. Your A.I.M. Score across all three axes.
4
Your Blueprint follows
Immediately after your score, your full Business Blueprint is generated: revenue model, pricing, automation map, action plan.
5
Export and build
Download your PDF. Use it to launch, pitch or plan. Your reports are yours to keep.
The Real Cost of Guessing
$37 vs. the $20K mistake you almost made.
90% of AI startups fail because they skip validation. See exactly how much the Lab saves you, based on your profile and where your idea is right now.
$20K+
avg. losses avoided per idea (SaaS founders)
30 sec
to validate vs. months building blind
85%+
validation accuracy vs. 50% when guessing
$37
vs. $3K–$8K for a consultant
Your Personal Savings Calculator
SaaS Founder
Freelancer / Coach
Agency
Startup / Investor-ready
Bad build / wasted tools avoided$15,000
Validation consultant fees avoided$3,000
Wasted ad spend avoided$1,500
Strategy report (consultant rate)$1,000
Time saved3–4 months
Your estimated savings
saves you 266x what you spend
$20,500
Stop guessing. Know before you build.
Start with 15 free credits. Take one idea start to finish from $37.
No subscription. Credits are one-time purchases, and every step in the Lab draws from the same balance.
Free
$0
15 credits on signup
Enough to source your first batch of ideas and get one full A.I.M. Score with the complete breakdown, so you know exactly what you are working with before spending anything.
Purchased credits (Starter and Builder) expire 30 days after they are granted if unused. You choose a pack after creating your account.
Frequently asked questions
Everything worth knowing before you start.
Is the AI Productization Lab right for me?
The AI Productization Lab is built for non-technical founders, consultants and existing business owners who want to build an AI-powered offer but do not know where to start. If you can describe your idea and who it is for, you can use every part of the platform. No coding or AI experience needed.
What do I actually get?
A complete path from idea to action plan: real candidate ideas sourced from live web and forum activity, a full A.I.M. Score that tells you not just whether an idea is strong but exactly why, a business blueprint built around your specific answers with a 90-day plan, and four tools that help you price it, estimate realistic revenue, stress-test your assumptions and map out what to automate.
How does pricing work?
You start with 15 free credits, no card needed, which is enough to source ideas and get one complete A.I.M. Score. After that you buy credits as a one-time pack: Starter at $37 for 50 credits covers one idea start to finish, and Builder at $77 for 150 credits covers roughly three. There is no subscription. Free credits never expire; purchased credits expire 30 days after they are granted if unused.
Can I use it for my clients?
Yes. Consultants, agencies and coaches can run the Lab on a client's behalf: source opportunities in their market, score their idea with the A.I.M. Score, and hand over the Blueprint and tool results as PDF reports. Each idea is saved as its own project in your History, so you can keep several clients separate and pick any of them back up later, on any device. Credits are shared across your account, which is why Builder usually suits client work best.
Are purchases refundable?
No, all purchases are final and non-refundable. We recommend using your free credits first to make sure this is the right fit before buying a pack.
Is my payment secure?
Yes. Payments are processed directly by Stripe. The AI Productization Lab never sees or stores your card details.
More questions? Check the full help center once you are signed in, or email info@angeingabire.com.
The Lab's Income Potential score is an AI-generated estimate based on publicly available market signals and the information you provide. It is not a guarantee, projection, or promise of actual earnings, and business results depend on execution, market conditions, and other factors outside the Lab's control. Any past or hypothetical outcomes shown are not typical and should not be relied on as indicators of future performance.
The Lab's scores and recommendations are generated by AI and may contain errors or inaccuracies, so you should always verify critical business, legal, or financial details independently before acting on them. The Lab is a research and validation tool, not a substitute for legal, tax, financial, or business advisory services — consult a qualified professional before making business decisions.
