AI Productization Lab — Liora™
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Welcome to Liora
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Step 1 — Source Ideas
Find your next AI business opportunity
Liora scans the open web, forum pain points and fresh launches for candidate ideas — each one ready to feed straight into your A.I.M. Score.
Focus / niche
Target audience
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Saved Ideas · {{ savedCount }}
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Liora is sourcing ideas...
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Sourcing complete
Six ideas, ready to validate
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Pain point
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The idea
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Step 2 — Validate Your Idea
What’s your business idea?
Be specific — the more detail, the sharper your A.I.M. Score.
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Liora is scoring your idea...
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A.I.M.™
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The idea assessed
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The Verdict
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Score Breakdown
12 axes · 3 pillars
Every point of your A.I.M. Score traces back to four scored axes, each with the reasoning behind it.
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Case study
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Takeaway: {{ caseStudy.takeaway }}
By the numbers
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Figures are model estimates for framing, not audited market data. Verify before you spend.
Where this sits
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Who actually buys
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The bull case
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The bear case
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What could kill it
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Prove it before you build
Three cheap moves, inside a month, that would move this verdict. Run them in order and stop the moment a signal fails — clear all three and the Blueprint’s 90-day launch plan is worth building.
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Pass signal
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Who you are up against
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The gap they leave: {{ aimResult.competitors.gap }}
Realistic revenue range
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Timeline: {{ aimResult.revenue.timeline }}
Key driver: {{ aimResult.revenue.driver }}
Automation potential
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Rationale
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Next move
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Verdict: skip
The axes say this one costs more than it returns. The cheapest move is a different idea, not a better plan for this one — your sourcing filters are still set, so a fresh shortlist is one click away.
Step 3 — Build Your Blueprint
Tell us a little more
Five questions. Liora generates your complete go-to-market strategy, 90-day launch plan and revenue model.
Who exactly is your target customer?
Country or region launching in
Your planned price point
Resources you have to launch
Your biggest fear about this idea
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Building your complete blueprint...
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01 — Positioning
Your Market Position
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Unique angle: {{ bpResult.positioning.uniqueAngle }}
Target audience: {{ bpResult.positioning.targetAudience }}
Messaging hook: “{{ bpResult.positioning.messagingHook }}”
02 — Go-To-Market
How to Reach Your First Customers
Primary channel: {{ bpResult.gtm.primaryChannel }}
Supporting channels: {{ bpResult.gtm.secondaryChannelsText }}
First 10 customers: {{ bpResult.gtm.firstCustomerStrategy }}
Content strategy: {{ bpResult.gtm.contentStrategy }}
Partnership opportunity: {{ bpResult.gtm.partnershipOpportunity }}
03 — Competitive Positioning
How to Win Against the Competition
Main threat: {{ bpResult.competitive.mainThreat }}
Differentiator 1: {{ bpResult.competitive.differentiator1 }}
Differentiator 2: {{ bpResult.competitive.differentiator2 }}
Your long-term moat: {{ bpResult.competitive.defensibleAdvantage }}
04 — Revenue Model
Your Pricing & Revenue Strategy
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Month 3 Target
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Month 6 Target
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Month 12 Target
Recommended model: {{ bpResult.revenue.recommendedModel }}
Recommended price: {{ bpResult.revenue.recommendedPrice }}
Upsell opportunity: {{ bpResult.revenue.upsellOpportunity }}
05 — 90-Day Launch Plan
Your Week-by-Week Action Plan
Week 1 priority: {{ bpResult.launch.weekOne }}
Days 1–30
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Days 31–60
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Days 61–90
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06 — Competitive Edge
Insights You Won’t Find Anywhere Else
Unfair advantage: {{ bpResult.edge.unfairAdvantage }}
Automation win: {{ bpResult.edge.automationWin }}
Pricing psychology: {{ bpResult.edge.pricingPsychology }}
Contrarian insight: {{ bpResult.edge.contrarian }}
07 — Risk Mitigation
Risks & How to Handle Them
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08 — Success Metrics
KPIs to Track
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Liora’s Verdict
Our Final Word on Your Idea
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P.A.C.E. Model™
Profit-Adjusted Capacity Estimator
Enter your price, capacity and costs. Get your real monthly revenue, net profit and 12-month projection.
Price per client / sale ($)
Clients / sales per month
Monthly costs ($)
Hours worked per month
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Liora is reading your numbers...
Liora’s read
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Monthly Revenue
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Net Profit
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Profit Margin
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Hourly Rate
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Annual Revenue
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Annual Profit
12-Month Revenue Projection (+15% Monthly Growth)
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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.
Your current price ($)
Cost to deliver per client ($)
Estimated monthly clients
How unique is your offer? (1–10)
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Liora is pressure-testing the price...
Liora’s read
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Recommended Price Point
Based on your uniqueness score of {{ vamResult.unique }}/10, V.A.M. recommends increasing your price by {{ vamResult.pctChange }}%.
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Current Monthly Profit
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Optimal Monthly Profit
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Monthly Uplift
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Annual Uplift
Pricing Sensitivity — Profit by Price Point
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Gold bar = highest-profit price point
Scenario Testing
Live What-If Profit Modelling
Adjust the sliders and see the exact financial outcome instantly.
Base monthly revenue ($)
Base monthly costs ($)
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Client volume change{{ sClientsPctLabel }}
Cost reduction{{ sCostRPctLabel }}
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Liora’s read
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Scenario Outcome
New Monthly Revenue{{ scenarioResult.nRFmt }}
New Monthly Costs{{ scenarioResult.nCFmt }}
New Monthly Profit{{ scenarioResult.nPFmt }}
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Annual Profit Projection{{ scenarioResult.annualFmt }}
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.
What do you do daily in this business?
Hours per week on admin tasks
Tools you currently use
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Mapping your automation opportunities...
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Hours Saved/Week
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Annual Value of Time
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Tool: {{ it.tool }}
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Do Not Automate Yet
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Full Business Report · {{ reportDate }}
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A.I.M. Score
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Business Blueprint
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Month 3
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Month 6
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Month 12
Verdict: {{ bpResult.verdict }}
P.A.C.E. Revenue
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Monthly Revenue
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Net Profit
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Annual Profit
V.A.M. Pricing
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Optimal Price
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Annual Uplift
Scenario Outcome
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New Monthly Profit
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Annual Profit Projection
Automation Map
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Hours Saved/Week
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Annual Value of Time
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Profile
Full name
Company / business name
City
Postal code
Country
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Purchase history
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No purchases yet.
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Credit usage
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Credits
Choose a credit pack
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Starter
$37
50 credits
$0.74 per credit
What you can do
✓One complete run: source ideas, A.I.M. Score, Blueprint and all four tools
·or 5 A.I.M. Scores to compare ideas
·or 10 idea-sourcing scans
Builder
Best value
$77
150 credits
$0.51 per credit
What you can do
✓Three complete runs, end to end
·or 15 A.I.M. Scores
·or score 8 ideas, then build Blueprints for the best 5
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