simulation engine v1.0

Simulate 1,000 conversations
before your first real one.

$ twinsim run --personas 560 --segment "urban_indian_women"

AI personas with 87+ cultural data points. They think, object, and decide like your real customers. You get the insights. They get nothing wrong.

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TwinSim Simulation
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AI Personas
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Variables per Persona
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Cultural Groups
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Cost Reduction vs Traditional

Are you a startup founder entering a new market?
A marketer testing a campaign?
A product team launching a feature?
A YouTuber brainstorming your next video?

Here's the risk nobody talks about: you build something people don't want. Or worse, you push something that clashes with cultural norms and face backlash that costs millions and damages your brand permanently.

The numbers don't lie

0

of startups fail because there's no market need

CB Insights
$500M+

in lost sales for Dolce & Gabbana after one culturally insensitive ad in China

Business of Fashion
~20%

brand value wiped from D&G overnight due to cultural backlash

Wharton School

What if there was a better way?

Before you spend money on ads, research, or a launch, what if you could get feedback from people who don't actually exist, but behave exactly like your real customers?

TwinSim creates AI-generated people. Each one has a name, a job, a city, a family, a personality, cultural values, spending habits, and opinions. 87+ data points that make them think and respond like a real person from that background.

You describe your product, your ad, or your pitch. They tell you what they think. Honestly. Some love it. Some hate it. Some raise objections you never considered.

It's like running a focus group with 1,000 people, except it takes minutes instead of months, and starts at $10 instead of $50,000.

Here's what companies discovered

Case 1

D2C skincare brand targeting older Indian women. Assumed the son would introduce mom to the app.

Unique InsightIt's actually the daughter-in-law who drives tech adoption for older women, not the son.
Case 2

SaaS founder priced his product at $49/month based on US benchmarks for Australian small businesses.

Unique InsightPricing was 40% too high for regional Australia. Adjusted before launch, saved months of churn.
Case 3

B2B sales team emailing UAE procurement heads. Response rates under 2%.

Unique InsightWhatsApp beats email 3-to-1 for first-touch B2B outreach in Dubai.
Case 4

Edtech startup pitched a learning app to Marwari parents. Parents said they'd pay.

Unique InsightBut only if a teacher endorsed it first. Price wasn't the barrier. Trust was.

And it's not just this. TwinSim works for

VC Pitch TestingMarket Entry ValidationPricing StrategyAd & Creative TestingB2B Sales RehearsalFeature PrioritizationUX Copy TestingCold Outreach TestingConsumer Research at ScaleGo-to-Market StrategyConcept ValidationChurn Analysis

Validated Against Real-World Data

Tested against published Indian government surveys. Not just claims.

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Spearman Correlation
386 personas vs NSSO, NFHS-5, IRDAI data across 12 Indian cultures
2.7pp
Average Delta from Benchmarks
100 personas matched EY-CII and RBI data on 5 of 6 metrics
0/126
Below 4 LPA Showed Interest
200 personas blind-simulated a $3.5B product. Matched real user profile.

No other AI persona platform has published validation against non-Western government data.

View Full Research

Research & Insights

Deep dives into synthetic consumer research for India, UAE, and Southeast Asia.

Research

Synthetic Market Research India: What It Makes Possible

AI personas simulate consumer decisions across Indian segments before launch

Read article
Advertising

Ad Testing with AI Personas in India

Know what will land before you spend the media budget

Read article
Strategy

How Great Companies Find Their Pivot Insight

Compress the discovery timeline before the runway runs out

Read article
View All Articles

Meet the personas

Rohit
Rohit Mehta
32 . Pune . Engineer
IIT GradINTJ
"Show me annual pricing or a lifetime deal."
Priya
Priya Krishnan
45 . Chennai . Teacher
ConservativeJoint Family
"Ask my daughter, she'll check first."
Suresh
Suresh Pillai
42 . Dubai . VP Banking
B2B BuyerReference-driven
"Without a peer reference, this won't pass committee."
Aisha
Aisha Fernandez
28 . Goa . Doctor
UrbanInnovator
"Do you have Konkani support?"
Rajesh
Rajesh Patel
55 . Ahmedabad . MSME Owner
Cash-firstRelationship-driven
"Come to my office, have chai, tell me properly."
Meera
Meera Sharma
35 . Jaipur . D2C Founder
BootstrappedDebt-averse
"Show me one insight I can't get from WhatsApp."
Rohit
Rohit Mehta
32 . Pune . Engineer
IIT GradINTJ
"Show me annual pricing or a lifetime deal."
Priya
Priya Krishnan
45 . Chennai . Teacher
ConservativeJoint Family
"Ask my daughter, she'll check first."
Suresh
Suresh Pillai
42 . Dubai . VP Banking
B2B BuyerReference-driven
"Without a peer reference, this won't pass committee."
Aisha
Aisha Fernandez
28 . Goa . Doctor
UrbanInnovator
"Do you have Konkani support?"
Rajesh
Rajesh Patel
55 . Ahmedabad . MSME Owner
Cash-firstRelationship-driven
"Come to my office, have chai, tell me properly."
Meera
Meera Sharma
35 . Jaipur . D2C Founder
BootstrappedDebt-averse
"Show me one insight I can't get from WhatsApp."

If you're still here, you're curious.

We're running private demos and onboarding select companies. Get on a call and explore the world of TwinSim.

Book a Demo