✦ AI Productization Lab

Stop Guessing.
Start Validating.

Get your A.I.M. Score™ in 30 seconds — real AI analysis of your specific idea before you spend a dollar building it.

A.I.M. Score™ — Free
AI Idea Market Score • rates your idea out of 100
P.A.C.E. Model™ — Full Access
Profit-Adjusted Capacity Estimator • your real revenue
V.A.M. Pricing™ — Full Access
Value-Adjusted Margin Formula • your optimal price
✨ Try free — no signup needed
What's your business idea?
Be specific — the more detail, the sharper the analysis.
🧠
Liora is analysing your idea with real AI...
Reading your business idea...
0
A.I.M.™
AI Idea Market Score
 Market Size & Demand
 Real Competitors
 Biggest Risk for This Idea
 Automation Potential
Tools specific to your business
 Realistic Revenue Range
 Full Blueprint — Unlock to Read
Your P.A.C.E. revenue model shows a clear path to significant monthly income built around your exact costs and capacity.
The V.A.M. formula recommends an optimal price point that maximises your margin for this specific idea.
Scenario test shows a significant profit improvement with one specific strategic adjustment to your model.
Get your full business blueprint — $77 once
Unlock Your Full Business Blueprint
Turn your score into a complete launch plan
Your A.I.M. Score tells you whether to build. The full Liora plan tells you exactly how — your complete go-to-market strategy, optimal price, 90-day action plan and competitive edge, built around your specific idea.
$147
$
77
One-time payment • No subscription • Yours forever
✦Full Business Blueprint
✦90-day action plan
✦P.A.C.E. Revenue Model
✦V.A.M. Pricing Formula
✦Live scenario testing
✦Automation Map
✦PDF export
Secure payment  •  Instant dashboard access  •  No refunds
You will be taken to the payment page. Instant access after payment.

What each tool actually does

No jargon. Exactly what you get and what it means for your business.

FREE
A.I.M. Score™
AI Idea Market Score
Our AI reads your idea and scores it out of 100 across market size, competition, timing and automation potential. Every analysis is unique to your specific idea.
FULL ACCESS — $77
P.A.C.E. Model™
Profit-Adjusted Capacity Estimator
Enter your price, capacity and costs. Liora returns your real monthly revenue, net profit, effective hourly rate and a growth projection chart.
FULL ACCESS — $77
V.A.M. Pricing™
Value-Adjusted Margin Formula
Most entrepreneurs underprice by 30–40%. V.A.M. finds the exact price that maximises earnings without losing buyers.
FULL ACCESS — $77
Scenario Testing
Live what-if modelling
Adjust sliders — raise price 20%, add 5 clients, cut costs — and see the financial outcome instantly.
FULL ACCESS — $77
Automation Map
AI workflow recommendations
Liora identifies which parts of your business can run on autopilot — saving 15–20 hours per week from day one.
FULL ACCESS — $77
PDF Export
Investor-ready report
Download your full validation report as a polished PDF to share with partners, lenders or investors.
Inside the full dashboard
Here's what you're unlocking
5 tools. Built around your idea. Ready the moment you pay.
Business Blueprint
P.A.C.E. Revenue
V.A.M. Pricing
Scenarios
Automation Map
Your Idea
Market Position
90-Day Action Plan
Week 1–4
Foundation
Week 5–8
Launch
Week 9–12
Scale
Monthly Revenue
$8,400
Net Profit
$6,720
Hourly Rate
$84
12-Month Growth Projection
Your Optimal Price
$197
per client / per project
Floor
$127
Sweet Spot
$197
Ceiling
$297
Too low
Too high
What if you...
Raise price by 20%
+$1,680/mo
Add 5 clients/month
+$985/mo
Cut costs by 15%
+$420/mo
72%
Automatable
18h
Saved / Week
Client onboarding
Fully automatable with AI
Content scheduling
Semi-automated workflow
Invoicing & follow-ups
Fully automatable with AI
All built from your actual idea — unlock for $77
The Real Cost of Guessing

$77 vs. the $20K mistake
you almost made.

90% of AI startups fail because they skip validation. See exactly how much Liora 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 of building blind
85%+
validation accuracy vs.
50% when guessing
$77
vs. $3K–$8K for
a validation 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 / investor report (consultant rate) $1,000
Time saved 3–4 months
Your estimated savings
saves you 266x what you spend
$20,500
Don't guess. Validate in 30 seconds — free.
Get your A.I.M. Score™ now. Unlock the full dashboard for just $77.
Get My Free Score →

How Liora works

1
Describe your idea
Type it above. No signup, no card. The more specific, the better.
2
Get your A.I.M. Score
30 seconds. Real AI. A score out of 100 specific to your idea.
3
See what's possible
Insights, real competitors, revenue range and a preview of your full plan.
4
Unlock everything
Pay $77 once. Complete blueprint, projections and tools — yours forever.

One price. Yours forever.

No subscriptions. No monthly fees. Pay once, use Liora for life.

Free
$0
Forever free • no card needed
  • ✦ A.I.M. Score™ out of 100
  • ✦ Market size & demand data
  • ✦ Real named competitors
  • ✦ Biggest risk analysis
  • ✦ Automation tools list
  • ✦ Realistic revenue range
  • — P.A.C.E. revenue model
  • — V.A.M. pricing formula
  • — Scenario testing
  • — PDF export
✦ Best Value
Full Access
$77
One-time • own it forever • was $147
  • ✦ Everything in Free
  • ✦ Full Business Blueprint
  • ✦ 90-day action plan
  • ✦ P.A.C.E. Revenue Model™
  • ✦ V.A.M. Pricing Formula™
  • ✦ Live scenario testing
  • ✦ Automation Map
  • ✦ PDF export
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