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Agentic Market Research From Real Human Insights
Every conversation in echo feeds a live map of what works and why, and echo turns in-chat questions and answers into insight anyone can use.
See what people are already asking AI about. Explore real questions and themes to understand what matters to them, how they think about a topic, and where uncertainty begins.
Turn insight into action. Ask your own questions in context to explore intent, concerns, and preferences, and see how different ideas or messages change understanding.
Follow how responses change over time. See how understanding, confidence, and behavior shift as new information appears or messages evolve.
Understand how people think, hesitate, and decide in real AI conversations, before campaigns or spend.
of your marketing materials
for your prospective customers
Understand how people understand and react to issues in real AI conversations, before narratives harden or spread.
throughout the population
to detect & fix rumors
Study how people reason and decide in real AI conversations, without survey bias.
for preference datasets
with uncertainty quantification
Explore short briefs built from real Al conversations. See what people care about, what confuses them, and what actually shapes decisions.
Why people choose Monster, Celsius, or Red Bull, and what tips the decision at the shelt
“Celsius feels ‘cleaner, but Monster is stil the one that hits.”
How people choose airlines for business versus leisure, including price, trust, reliability, and stress.
“I’ll pay more if I trust they won’t ruin my day.”
How people talk about credit including fees, denials, faimess, and moments trust breaks.
“It’s not the rate—it’s feeling tricked.”
How people decide between Lowe’s and Home Depot, including in-store versus online and drop-off
“If I can’t find it fast, I’m gone”
Pick a topic to see what people are asking AI, and what themes are emerging.
The web optimizes around tracking and proxies. echo learns from consented, compensated conversations, so teams get truth without surveillance.
Paywalls box in developers. Advertisers are locked out of conversations. Both sides lose without a model built for chat.
