Real person
Owned and trained by the person it represents, on Twineo.
Rich foundations
Always learning
- Survey: streaming habits
- AI interview: everyday spending
- Joined Twineo
Human insight, at scale
An always-on network of Digital Twins, each representing a real person and built from their data, experiences and opinions.
Ask any audience of Digital Twins any question and get answers in seconds. Go deeper with the real people behind them to validate insights, enrich their Twins or keep them up to date.
A growing network of Digital Twins, each representing a real person who helps train, update and improve their Twin over time.
Real people.
Every Twin represents a real person who stays involved, unlike synthetic or AI personas.
Rich foundations.
Each Twin is built from data about a person's life, behaviours, opinions and preferences.
Always learning.
Surveys, AI interviews and ongoing interactions with real people help Twins learn and improve over time.
Real person
Owned and trained by the person it represents, on Twineo.
Rich foundations
Always learning
Access our network of Digital Twins instantly, or build on what we already know with your own research.
01 / On demand
Explore our network.
Describe any audience in your own words and ask them anything. Get answers in seconds, explore new questions and uncover insights on demand.
02 / Bespoke
Make it your own.
Run surveys and AI-moderated interviews with real people to enrich their Twins with knowledge of your brand, category or products. Create bespoke Twin audiences you can continue to engage with at speed and scale.
Bring real human perspectives into every decision. Test concepts, names, pricing, ads, products or entire campaigns, and understand how people are likely to respond.
We askedWould you try a personalised snack subscription that learns your tastes? What would convince you?
Would they try it?
What would convince them?
In their own words“If I can skip a month without calling anyone, I'm in.”FEMALE · 29
We askedWhich of these ads would make you stop scrolling, and why?
Which ad would make them stop scrolling?
“That one stung, in a good way. I'd click.”MALE · 37
We askedHow do you manage your dog's health day to day, and what frustrates you most?
Core tensionDogs are family, but vet care feels like an unpredictable financial trap.
| First-time owners | Experienced owners | |
|---|---|---|
| When their dog seems off | Search online straight away, and worry | Wait a day or two and watch |
| Paying for the vet | Weighing up pet insurance | Set aside their own savings |
| Biggest frustration | Not knowing what's serious | Bills that jump without warning |
We askedWhich feature would make you pay for a running app, and how much?
Which feature would they pay for?
“If it can't handle me skipping a Tuesday, it's useless.”FEMALE · 34
Agent taskWrite a product page for a new Gen Z skincare line.
“Fewer science words, more real skin.”FEMALE · 21Connect your agent
Access human insights through our platform, build them into your products or connect your AI agents directly to real people's perspectives.
Studio
Explore, ask and analyse in our web application.
API
Build Digital Twin insights directly into your products.
We regularly conduct studies with real people to measure how accurately their Digital Twins reflect their views, opinions and preferences.
Do real people agree with their Twin's answers?
People rated answers without knowing where they came from. Half were written by their own Twin, while the others were written by AI to express an opposing view. This tested whether people genuinely recognised their own views, rather than simply agreeing with whatever they were shown.
94%
of answers from people’s own Twins were rated as reflecting their views “very well” or “somewhat well”
Their own Twin94% very or somewhat well
AI-written control74% a little or not at all
Very wellSomewhat wellA littleNot at all Each dot ≈ 5% of answers
Accurate audience-level insights
Average difference between real people's answers and their Digital Twins' predictions on held-out survey questions.
~5
percentage points (MAE)
Real people bring the depth, experience and context. AI makes those perspectives available on demand, at scale. And the more we learn from real people, the more useful their Digital Twins become.
Depth in. Scale out.
Explore our network of Digital Twins, ask your first question or work with us to create a bespoke audience.