Jack
This could help me catch reactions I miss when thinking alone.
AI reaction simulations for ideas in progress
Crowdians
Meet different reactions before you put your idea into the world.
Crowdians is getting ready to launch. Leave your email to be among the first to hear about the beta.
Idea to test
A service where you enter an idea, watch several AI characters discuss it, and see possible reactions before sharing it publicly.
Emma
I like being able to change direction before finishing everything.
Olivia
But how much should I trust AI reactions as real people's opinions?
We tested Crowdians with Crowdians
One idea becomes a conversation. The conversation reveals the next question.
You will not see only positive reactions. Follow the moments where excitement and doubt meet.
We entered Crowdians itself as the idea.
You do not need a finished product or a formal brief. Describe what you want to test in everyday language.
Crowdians validation projectSimulationIn progress
Idea nameCrowdiansWhat we want to test
If several AI characters discuss my idea, can I uncover reactions and follow-up questions before sharing it?
Testing with 4 characters
We brought together four different viewpoints.
Choose the perspectives your project needs. Different experiences lead to different questions about the same idea.
Crowdians validation projectSimulationIn progress
Jack
AddedA professional building a side project
Emma
AddedA creator making digital content
Daniel
AddedA product manager planning a new service
Olivia
AddedA user who cares about trustworthy AI
Different reasons begin to matter more than a simple yes.
Characters do not always agree. Each one raises what feels promising and what gives them pause.
Crowdians validation projectSimulationIn progress
JackPracticality
Starting would feel easier if I could get reactions to a rough idea right away.
EmmaFast feedback
I would like to compare different titles and messages to see which one feels clearer.
OliviaTrust
The reasons behind each reaction matter more to me than a simple result.
The characters continue each other's thoughts.
This is not a survey with isolated answers. Characters read, question, and build on what others have said.
Crowdians validation projectSimulationIn progress
EmmaFast feedback
I would use this to improve my questions before scheduling real interviews.
OliviaTrust
Then it should clearly explain that AI opinions are not the same as people's answers.
DanielTesting process
Agreed. Organizing assumptions and concerns would still make real research easier to prepare.
Better reactions also help build better characters.
Give feedback on an awkward or weak response. Regenerate only that message or explore a new path from that point.
Crowdians validation projectSimulationIn progress
OliviaTrust
I am still unsure how much I can trust AI opinions as real people's views.
Response feedback
Be more specific about what makes this response feel untrustworthy.
Regenerate this messageFreeCreate a new path from here2 Quills
You leave with the next question, not a final answer.
Crowdians organizes expectations, concerns, and open questions so you know what to test with real people next.
Crowdians validation projectSimulationIn progress
Key findingThe reason behind a reaction matters more than getting it quickly.
Early testing · Different viewpoints · Reusable characters
Limits of trust · Similar answers · Difference from real research
Questions to test next
How consistent is each character?
When is research with real people necessary?
Crowdians validation projectSimulationIn progress
Idea nameCrowdiansWhat we want to test
If several AI characters discuss my idea, can I uncover reactions and follow-up questions before sharing it?
Testing with 4 characters
More than one answer
Characters that talk with each other, not just with you.
Reactions build on each other
Characters read what others have said, reconsider their view, and continue the conversation.
Save the viewpoints you value
Add useful characters from the library to a project and use them across multiple simulations.
Feedback makes characters clearer
Feedback on a weak response becomes a public improvement proposal that helps shape the character.
Character library
Find the viewpoints your idea needs.
Bring together perspectives on execution, content, product decisions, and trust in one project.
Join the waitlist for updates- JackPracticality
- EmmaFast feedback
- DanielTesting process
- OliviaTrust
While it is still just an idea
You do not need to be an expert to start exploring reactions.
Services and side projects
Ask who might need your idea and why before you start building.
Content and messages
See how different people might read a title, message, or campaign direction.
Communities and events
Find out what might make people hesitate and what kind of experience they expect.
Choices and assumptions
Turn questions about price, intent, and trust into clearer assumptions to test.
A simple start
Start by writing down what you are thinking.
- 01Write your idea
- 02Add characters
- 03Watch the conversation
- 04Find the next question
Let us be clear
Crowdians is not a substitute for real people.
Crowdians helps you catch missed perspectives early and prepare better questions for real research. Important decisions should still be tested with real people and real-world data.
- Organize early assumptions and concerns
- Prepare questions for real interviews
- Iterate quickly across viewpoints
Frequently asked questions
What you may want to know before starting.
How is this different from a regular AI chat?
Several characters keep their own viewpoints, respond to one another, and save the conversation and report inside your project.
How do characters improve?
Feedback on a response becomes an improvement proposal. For public characters, other users can review proposals and help shape their direction.
When can I use Crowdians?
We are preparing the beta now. People on the waitlist will hear first about testing opportunities and the launch.
What will you send me after I join?
Only updates needed to use Crowdians, such as beta invitations and launch news. Every email will include an unsubscribe option.
Crowdians waitlist
Be among the first to meet the reactions your idea needs.
Leave your email for beta opportunities and launch updates.