Real impact from
synthetic intelligence.
See how leading companies use Echo to transform their market intelligence.
Global Beverage Company · Consumption Behavior Simulation
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Increase in campaign engagement. Used Echo to understand consumption contexts, uncover occasion drivers, and optimize message and channel resonance across key markets — without a single live survey.
US Restaurant Chain · Campaign & Pricing Strategy
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Faster time-to-insights. Uncovered consumer preferences on menu, pricing, and offers within days instead of months — driving effective campaigns and measurable revenue growth.
One engine. Multiple research settings.
Unlimited reruns.
Echo helps surface white-space opportunities, accelerate innovation, and create lasting differentiation at every customer touchpoint.
Market research
Run virtual surveys, focus groups, and 1-on-1 interviews with thousands of synthetic personas — in days, not months.
Trend prediction
aModel future market shifts, sentiment changes, and purchase behaviors before they occur — with zero real-world risk.
New product development
Test concepts, messaging, and pricing against AI personas calibrated to your exact customer segments before launch.
Pre-launch campaign testing
Pressure-test 100+ campaign variations across demographics to identify top performers before you spend on media.
Customer journey simulation
Model how different personas navigate touchpoints and uncover hidden drop-off points in your funnel — under different conditions.
Competitive response modeling
Simulate how consumers react to competitor moves. Anticipate market shifts and dominate your launch window.
From Data to Personas
Turn customer and market data into rich, representative personas
Data Foundations
CRM / CDP
Loyalty & Transactions
External Data (Census, Open Data)
External Data (Census, Open Data)
Real-world signals about customers and markets
Segments
Behavioral groups
Demographic clusters
Value-based segments
doma
Structured view of the population & segment sizes
Distributions
Age
Income
Behaviors
Preferences
Realistic attribute distributions within each segment
Personas
Demographics
Behaviors & motivations
Needs & context
doma
Humanized, research-based representations of each segment
You're deciding for tomorrow
using yesterday's data.
Traditional research is slow, shallow, and fundamentally limited in how it captures real behavior.
Too slow & expensive
Surveys take 6–12 weeks and $50K–$500K per study. By the time insights land, the window has closed.
Surface-level insights only
Static formats capture stated preferences — not the deeper behavioral intent behind choices.
Respondent fatigue & bias
Burnout leads to drop-offs, social desirability bias, and disengagement — reducing signal quality.
You can't survey a future that hasn't happened
New products, categories, and competitive scenarios demand imagination — not memory.
"Humans are unreliable narrators of their own behavior. Memory is imperfect, incentives distort responses, and social pressure reshapes answers. Echo removes the human bottleneck from insight generation."
You're deciding for tomorrow
using yesterday's data.
Traditional research is slow, shallow, and fundamentally limited in how it captures real behavior.
Too slow & expensive
Surveys take 6–12 weeks and $50K–$500K per study. By the time insights land, the window has closed.
Surface-level insights only
Static formats capture stated preferences — not the deeper behavioral intent behind choices.
Respondent fatigue & bias
Burnout leads to drop-offs, social desirability bias, and disengagement — reducing signal quality.
You can't survey a future that hasn't happened
New products, categories, and competitive scenarios demand imagination — not memory.
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Integrate
First-party, third-party, and historical signals shape the market twin.
Generate
Synthetic personas are created with memory, Big Five traits, and decision-making logic.
Simulate
Run scenarios across pricing, launches, messaging, and competitive shocks.
Decide
Get clear decision outputs: impact scores, segment winners, and explainable "why."
A market twin, not a panel.
Echo combines the rigor of traditional research with the speed and scale of AI — going beyond both survey-based methods and generic LLM responses.
Synthetic consumers
Each synthetic consumer is built from a structured profile — demographics, behaviors, values, and technographics — so it responds consistently and credibly.
Agentic decision loop
In every scenario, each synthetic consumer runs an agentic loop to form a viewpoint and make a decision — the same way a real consumer would.
Think
Reflect
Act
Synthetic markets
When thousands to millions of synthetic consumers interact, their decisions generate market-level signals — segment splits, likely winners, and key behavioral drivers.
Behavior emerges. It is not prompted.
Each persona has memory and context, responds to stimuli and environment, is influenced by other personas, and evolves over time.
You're deciding for tomorrow
using yesterday's data.
Traditional research is slow, shallow, and fundamentally limited in how it captures real behavior.
Your audiences — not generic panels
Echo builds personas from your actual CDP, CRM, or loyalty data. Simulations reflect how your customers actually think.
Others use census averages or generic panels. Echo uses your data.
Simulate segments you don't have yet
Echo can also construct personas outside your current customer base — the competitor's buyer, the Gen Z shopper you haven't reached.
Others only simulate who you already know. Echo simulates who you want.
Real-world what-ifs, not just surveys
Echo simulates decisions in context — a price change, a competitive launch, a supply disruption. Personas respond to scenarios.
Others run structured surveys. Echo runs scenario models.
Every decision. Before it's real.
The questions that matter most are the ones hardest to ask in the real world. Echo makes them testable.
WHITE SPACE
New category
How will customers react to something they've never seen before?
MARKET ENTRY
New geography
What changes when the same offer enters a new market?
THREAT MODEL
New competitor
What happens when a disruptive rival rewrites your category?
RARE COHORTS
Hard-to-reach audience
How does your message land with populations no one can recruit?
POLICY IMPACT
New regulation
How do behaviors shift when rules and incentives change overnight?
WHITE SPACE
New Category
How will customers react to something they've never seen before?
Everything you need to
simulate with confidence.
Synthetic consumer modeling
Generate virtual consumers and micro-segments grounded in behavioral science and your own first-party data.
Scenario testing
Create virtual environments where agents shop, react, and decide under realistic constraints.
Interactive research modes
Run simulations as focus groups, 1-on-1 interviews, or journey walkthroughs.
Real-time insight generation
Turn simulation output into decision-ready signals: what wins, what fails, and the explainable "why."
Feedback loops
Rerun experiments with targeted adjustments to narrow uncertainty quickly.
Synthetic reviews & focus groups
Generate review-style feedback, spin up multiple panels — without fatigue or recruiting limits.
Manage Your Sales Process with Clarity and Control
Deliver exceptional customer support at scale with AI-powered tools that delight customers and empower your team.
