Cross-border launch validation — 24 origins × 24 targets

Validate your cross-border launch
before you ship

AI personas evaluate your product across 24 markets — pick any of 24 origin countries, target any of the others.
What used to take 6 months of country-by-country research now takes 24 hours.

Start for free 📥 Accuracy evidence PDF
0h
Time to insight
0
Pool capacity
0
Markets covered
0×
Cost reduction

Inspired by frameworks from

Bain & Company Resonar Laboratory NICE SELLON

Methodology shaped by published frameworks from these firms. Not affiliations or endorsements.

The Challenge

Cross-border launches still
fail more often than they succeed

Strong products fail abroad without local cultural, regulatory, and pricing insights. New export ventures globally show roughly a 50% one-year survival rate and well under 20% over five years — half don't survive the first year, and only a fraction last five.

01 — LOCALIZATION RISK
~16%

5-year survival rate

Strong products fail abroad when local consumer behavior, culture, and regulations are unknown. Cross-border ventures typically show ~50% survival at year one and under 20% at year five — losing a market is the default outcome, not the exception.

Source: Korea Customs Service / KOSIS (2024) and comparable EU / OECD export-survival studies

02 — COST & TIME
$1M max

Cost of cross-border validation

Consulting + multi-country market research + concept testing combined runs up to $1M and takes 6–12 months. Few startups can afford the bill or the wait.

Source: MBB project pricing range (Slideworks 2026)

03 — MARKET SELECTION
12months

Decision delay

US? Japan? EU? SEA? Just choosing which market to enter first takes 6–12 months. By then, competitors are already there.

The Solution

Sophisticated simulation,
delivered in 24 hours

Validate your cross-border launch
with AI before you ship

AI Market Twin is far more than a chatbot. Each simulation runs hundreds to thousands of AI personas (workspace pool scales to 10,000) trained on the cultural, behavioral, and regulatory data of 24 countries, evaluating your product the way real target markets would. Pick any of 24 origin countries, target any of the others.

  • 01

    Localized AI Personas

    200 to 10,000 personas per simulation reflecting cultural and consumption patterns of each market evaluate your product.

  • 02

    Optimal Market Recommendation

    Among 24 countries, data-driven recommendation of the markets where your product has the highest success probability.

  • 03

    Market-Specific Pricing

    Analyzes price sensitivity and purchasing power per country to suggest profit-maximizing prices.

  • 04

    Pre-Launch Risk Report

    Executive report analyzing regulations, competitors, cultural barriers, and success probability—delivered within 24 hours.

Time to Insight
24
hours
AI Market Twin
24h
Traditional research
6–12mo
200Personas / sim
24Target markets
$1.5KAvg. cost
Live simulation in progress
Product in Action

See the product at work

See how a full panel of AI personas evaluates your product across 24 markets — see the actual analysis screens.

Ensemble analysis dashboard: 100% STRONG consensus on US, mean score 71, recommended price, and the conditions that would change the verdict Localized AI personas: positive voices from food-industry professionals across DE, JP, GB and negative voices from non-target convenience-meal personas, with age and profession distributions Price optimization with auto-corrected curve revenue max, Top 5 revenue index by price point, and competitor anchor data Market entry risk analysis: HIGH and MEDIUM risks with operational specificity — distributor gap, third-party certification, SKU format, and import-duty exposure
Download sample report (PDF, no signup)

Actual K-food 5-market validation result · ~230 KB

Capabilities

Everything you need
to make launch decisions

An intuitive workflow that non-technical users can start in five minutes.

6-Step Project Wizard

Enter product details, target audience, and pricing—simulation begins automatically. Built for non-technical users.

Multi-LLM Orchestration

Combine Claude, GPT-4, and Gemini at any stage to optimize for accuracy and cost simultaneously.

24-Country Database

Localized simulations powered by AI trained on each country's economic statistics, cultural context, and regulations.

Real-Time Analytics Dashboard

Track simulation progress in real time and explore tab-based insight dashboards once analysis is complete.

Executive PDF Reports

Professional-grade PDFs—executive summary, in-depth analysis, and execution plan—generated automatically.

Enterprise-Grade Security

Supabase-based Row Level Security, multi-workspace, and team collaboration features—standard, not premium.

Competitive Edge

10× faster. 100× cheaper.

AI Market Twin Traditional Research General AI Chatbots
Speed✓24 hours6–12 monthsManual work
Cost✓$299–2,999$500,000+Low (inaccurate)
AI Personas✓200/sim, pool 10,000+LimitedNone
Multi-Country✓24 countries specializedBasic onlyGeneric
Price Optimization✓AI-driven recommendationsManual analysisNone
Executive Reports✓Auto-generated PDFPowerPointNone
Ease of Use✓Non-technical friendlyConsultants requiredTechnical knowledge needed
10×

Faster decisions

6–12 months → 24 hours

100×

Cost efficient

$500K → $299–2,999

10k

AI personas

Industry-leading scale

24

Localized models

Country-normalized data

Pricing

Transparent 4-tier pricing

Starts at $399/month. Four tiers based on simulation volume, depth, and team size. Built on real LLM cost data.

Hypothesis
초기검증
600 personas · 3 sims
Multi-LLM · ~7-10 min
Consensus
검증분석
1,200 personas · 6 sims
Multi-LLM · ~12-15 min
Consensus Plus
검증분석 Plus
3,000 personas · 15 sims
Multi-LLM · ~15-22 min
Triangulated
심층분석
5,000 personas · 25 sims
Multi-LLM · ~22-30 min
🎁 Free trial — sign up and run 1 Hypothesis sim instantly. No credit card · 7 days or 1 sim, whichever comes first.
Start free →
Currently in closed beta — payment system launches after PG merchant review. Until then, free trial or contact us for early access.
Starter
5 Consensus + 10 Hypothesis sims/month, 1 user
$399 /mo
excl. VAT
Contact us
  • 5 Consensus sims/mo (1,200 personas)
  • + 10 Hypothesis sims/mo (bonus)
  • Multi-LLM (anthropic+openai+deepseek)
  • PDF report · CSV export
  • Public share links
  • Email support (48h)
Validator
10 sims/month (7 Consensus + 3 Consensus Plus) + 10 Hypothesis, 1 user
$999 /mo
excl. VAT
Contact us
  • 7 Consensus sims/mo
  • 3 Consensus Plus sims/mo (3,000 personas)
  • + 10 Hypothesis sims/mo (bonus)
  • Everything in Starter
  • Email support (36h)
Growth
20 sims/month (12 Consensus + 5 Consensus Plus + 3 Triangulated) + 10 Hypothesis, 3 users
$2,299 /mo
excl. VAT
Contact us
  • 12 Consensus sims/mo
  • 5 Consensus Plus sims/mo
  • 3 Triangulated sims/mo (5,000 personas, multi-LLM)
  • + 10 Hypothesis sims/mo (bonus)
  • 3 user seats · cross-project compare
  • Email support (24h)
Enterprise
Unlimited sims, SSO, dedicated CSM
Custom
Contact sales
  • Unlimited simulations (all tiers)
  • SSO · API · audit logs
  • 10+ user seats
  • Dedicated CSM + 99.9% SLA
Accuracy Evidence Pack
9-brand × 6-category backtest report
K-Beauty / Food / Wellness / Beverage / Fashion / Electronics / B2B Bio — 9 brands backtested, 89% winner hit, honest STRONG/MODERATE/WEAK calibration, limitation disclosure, 5-step engineering audit trail. Decision-grade evidence for paid pilot evaluation.
📥 Download PDF
Market Opportunity

At the gateway of a $12.8B market

Global Product Simulation Market Forecast
2024 Market Size $4.2B
2026 Estimate $7.1B
2028 Projection $12.8B
25%
Annual CAGR
3×
4-Year Growth

AI decision tools are being adopted at an accelerating pace

Enterprises can no longer rely on intuition alone. Data-driven market entry is becoming the standard, and the traditional consulting market is rapidly transitioning to AI-powered solutions.

AI Market Twin sits at the heart of this transition—the only platform delivering both accuracy and speed at enterprise scale.

CPG · Consumer Goods

An industry with the shortest launch cycles and highest market entry risk. Major brands like Unilever, P&G, and Nongshim are primary targets.

$2.1B

D2C · E-Commerce

A space defined by frequent product line expansion and multi-country entry. Platforms validating private brand launches are core customers.

$1.8B

SaaS · Tech

An industry where localization is essential for global expansion. Strong for validating SaaS launches across regions — APAC ↔ US, EU ↔ Asia, etc.

$1.5B
Technology

Enterprise-grade
technical architecture

Frontend01
  • Next.js 15
  • React 19
  • TypeScript
  • Tailwind CSS
Backend02
  • Next.js API Routes
  • Postgres / Supabase
  • Node.js Runtime
  • Row Level Security
AI / ML03
  • Claude Sonnet
  • GPT-4 / GPT-4o
  • Google Gemini
  • LLM Orchestration
Infrastructure04
  • Vercel Edge
  • Supabase Cloud
  • Multi-region Deploy
  • 300s Function Timeout
Security05
  • Supabase Auth
  • Email + OAuth
  • RLS Policies
  • Service Role Isolation
Reporting06
  • React PDF Renderer
  • Server-side Generation
  • Multi-language Support
  • Auto Formatting
Where we are

Accepting beta
sign-ups now

We're talking with our first design partners and onboarding them one by one. If you have a cross-border launch coming up and want to pressure-test it, we'd like to hear from you.

Apply for beta access See the product →

Run your first
simulation today

See everything in a 15-minute live demo.
Sign up now and run your first analysis for free.

Start for free 📥 Accuracy evidence PDF
Product Demo
demo@markettwin.ai
Partnership
contact@markettwin.ai
Website
www.markettwin.ai