Content testing.
Content testing.
Content testing.
Made instant.
Test your content with 1000+ AI-simulated consumers.
Panel of 1000+
AI-generated consumers.
Plug & Play
GDPR compliant
Privacy safe
Zero delay, zero friction. Next-gen consumer research.
Zero delay, zero friction
Next-gen consumer research.
Your study report in 5 minutes
No more waiting. Validate your instincts in minutes, not days.
Your study report in 5 minutes
No more waiting. Validate your instincts in minutes, not days.
Your study report in 5 minutes
No more waiting a week to validate an idea.
85% similarity with human respondents
Backed by scientific research and confirmed by our clients.
85% similarity with human respondents
Backed by scientific research and confirmed by our clients.
85% similarity with human respondents
Backed by scientific research.
Research accessible on any budget
Bring the customer’s voice into every decision you make.
Research accessible on any budget
Bring the customer’s voice into every decision you make.
Research accessible on any budget
Bring the customer’s voice into every decision.
Zero risk of data leakage
Your content is secured end-to-end within the platform.
Zero risk of data leakage
Your content is secured end-to-end within the platform.
Zero risk of data leakage
Your content is secured end-to-end within the platform.
Informed decisions,
for every function
Informed decisions,
for every function
Communication
Test your ads, social posts, messages...
Product
Test your concepts, features, packaging…
E-commerce
Test your website, app, interfaces…
CRM
Test your programs, email campaigns…
Communication
Test your ads, social posts, messages...
Product
Test your concepts, features, packaging…
E-commerce
Test your website, app, interfaces…
CRM
Test your programs, email campaigns…
Communication
Test your ads, social posts, messages...
Product
Test your concepts, features, packaging…
E-commerce
Test your website, app, interfaces…
CRM
Test your programs, email campaigns…
Your pocket-sized panel,
Your pocket-sized panel,
always at your fingertips
AI Panel
1000+ AI-simulated
consumers
1000+ AI-simulated consumers
Trained to react like their human counterparts, representing the full diversity of your audience.
AI Panel
1000+ AI-simulated
consumers
Trained to react like their human counterparts, representing the full diversity of your audience.
How it works
3 simple steps,
immediate insights
Upload your content
Any format: image, video, text or audio.
Upload your content
Any format: image, video, text or audio.
Upload your content
Any format: image, video, text or audio.
Select your panelists
20 sociodemographic and psychographic filters.
Select your panelists
20 sociodemographic and psychographic filters.
Select your panelists
20 sociodemo-graphic and psychographic filters.
Generate or upload your questionnaire
Add or remove questions, then launch your study.
Generate or upload your questionnaire
Add or remove questions, then launch your study.
Generate your questionnaire
Add or remove questions, then launch your study.
Get your report in 5 minutes
Better decisions, faster than ever.
Get your report in 5 minutes
Better decisions, faster than ever.
Get your report in 5 minutes
Better decisions, faster than ever.
Automated Workflow
Multi-agent
AI architecture
Multi-agent
AI architecture
End-to-end research automation from brief to report. Powered by an interactive network of specialized AI agents.
End-to-end research automation from brief to report. Powered by an interactive network of specialized AI agents.
Automated Workflow
Multi-agent
AI architecture
End-to-end research automation from brief to report. Powered by an interactive network of specialized AI agents.
Test Material
& study objectives
Questionnaire
Qualitative AI agent
Interviews
1:1 / Focus Group
Airpanelists
AI respondent agents
Study Report
AI analyst agents
Moderation
Qualitative AI agent
AI Panel
Granular profiles,
human-like responses.
Each AI panelist is modeled on 80 sociodemographic and psychographic dimensions for credible, nuanced feedback.
AI Panel
Granular profiles,
human-like responses
Each AI panelist is modeled on 80 sociodemographic and psychographic dimensions for credible, nuanced feedback.
Detailed insights,
analysis from every angle
Executive Summary
Key takeaways at a glance for fast, confident decision-making.
Executive Summary
Key takeaways at a glance for fast, confident decision-making.
Executive Summary
Key takeaways at a glance for fast, confident decision-making.
Strengths & Weaknesses
What your customers love, what holds them back, backed by verbatim quotes.
Strengths & Weaknesses
What your customers love, what holds them back, backed by verbatim quotes.
Strengths & Weaknesses
What your customers love, what holds them back, backed by verbatim quotes.
In-Depth Thematic Analysis
Major findings grouped by theme to highlight your strategic challenges.
In-Depth Thematic Analysis
Major findings grouped by theme to highlight your strategic challenges.
In-Depth Thematic Analysis
Major findings grouped by theme to highlight your strategic challenges.
Question-by-Question Analysis
General opinions, differences, drivers. Each question thoroughly reviewed.
Question-by-Question Analysis
General opinions, differences, drivers. Each question thoroughly reviewed.
Question-by-Question
General opinions, differences, drivers. Each question thoroughly reviewed.
Strategic Recommendations
Clear actions to boost your content’s performance.
Strategic Recommendations
Clear actions to boost your content’s performance.
Strategic Recos
Clear actions to boost your content’s performance.
BLOG
Explore our latest articles
The freedom to test anything
Better decisions,
made easier than ever
Airpanel removes the limits of traditional research:
test more often, faster, in full self-service mode.
Airpanel removes the limits of traditional research: test more often, faster, in full self-service mode.
Without Airpanel
Without Airpanel
With Airpanel
Production time
Several days / weeks
5 minutes
Production time
Several days / weeks
5 minutes
Production time
Several days / weeks
5 minutes
Cost
Several thousand € per study
Up to 20× cheaper
Cost
Several thousand € per study
Jusqu'à 20x moins cher
Cost
Several thousand € per study
Up to 20× cheaper
Accessibility
Only for research experts
For all teams
Accessibility
Only for research experts
Accessible à tous les métiers
Accessibility
Only for research experts
For all teams
Flexibility
Low
Ultra-flexible
Flexibility
Low
Ultra-flexible
Flexibility
Low
Ultra-flexible
Test frequency
Limited by budget
High - anytime a question arises
Test frequency
Limited by budget
Dès qu'une question se pose
Test frequency
Limited by budget
High - anytime a question arises
Respondent recruitment
Long, unpredictable
Instant, pre-configured
Respondent recruitment
Long, unpredictable
Instant, pre-configured
Respondent recruitment
Long, unpredictable
Instant, pre-configured
Data privacy risk
High (shared with third parties)
None (fully secured)
Data privacy risk
High (shared with third parties)
None (fully secured)
Data privacy risk
High (shared with third parties)
None (fully secured)
Response bias (incentives)
Significant (paid respondents)
None
Response bias (incentives)
Significant (paid respondents)
None
Response bias (incentives)
Significant (paid respondents)
None
Context bias
Study context
Simulated real-life context
Context bias
Study context
Simulated real-life context
Context bias
Study context
Simulated real-life context
Book your demo
Contact us
Leave your details and we’ll get back to you shortly.
FAQ
Frequently asked questions
What are the typical use cases for Airpanel?
Airpanel is perfect for testing a concept, a promise or value proposition, comparing two creatives or A/B testing a campaign. It’s also ideal for exploring naming ideas, packaging options, or landing pages — and for getting fast feedback before a go/no-go decision.
What are the typical use cases for Airpanel?
Airpanel is perfect for testing a concept, a promise or value proposition, comparing two creatives or A/B testing a campaign. It’s also ideal for exploring naming ideas, packaging options, or landing pages — and for getting fast feedback before a go/no-go decision.
What data are Airpanel’s AI agents trained on?
Our “airpanelists” are AI agents generated from robust statistical data and advanced behavioral modeling. Each agent has a rich profile, a credible personality, and reacts to marketing stimuli through emotional, cultural, and rational mechanisms.
What data are Airpanel’s AI agents trained on?
Our “airpanelists” are AI agents generated from robust statistical data and advanced behavioral modeling. Each agent has a rich profile, a credible personality, and reacts to marketing stimuli through emotional, cultural, and rational mechanisms.
Are the Airpanelist responses accurate and trustworthy?
Research labs at Stanford and Columbia report up to 85% alignment between AI and human responses in qualitative studies. Parallel tests conducted with our clients on evaluative research confirm this high level of accuracy. Want to see for yourself? Ask us to replicate a study you’ve already run.
Are the Airpanelist responses accurate and trustworthy?
Research labs at Stanford and Columbia report up to 85% alignment between AI and human responses in qualitative studies. Parallel tests conducted with our clients on evaluative research confirm this high level of accuracy. Want to see for yourself? Ask us to replicate a study you’ve already run.
Aren’t the answers too scripted or generic?
We’ve designed our agents to deliver nuanced responses that are often surprisingly specific and credible. Our system enhances authenticity and emotional depth, with a variety of anecdotes and perspectives.
Aren’t the answers too scripted or generic?
We’ve designed our agents to deliver nuanced responses that are often surprisingly specific and credible. Our system enhances authenticity and emotional depth, with a variety of anecdotes and perspectives.
Are my data used to train the models?
No. Your data is never used to train the models. It remains strictly confidential and is only used to generate your study.
Are my data used to train the models?
No. Your data is never used to train the models. It remains strictly confidential and is only used to generate your study.
Can I simulate my own customers?
Yes. Airpanel lets you customize your panel by importing contextual data from your own sources — CRM segments, purchase history, declared preferences, and more. This step is optional, but highly recommended to simulate past experiences with your brand and ensure more consistent and accurate responses.
Can I simulate my own customers?
Yes. Airpanel lets you customize your panel by importing contextual data from your own sources — CRM segments, purchase history, declared preferences, and more. This step is optional, but highly recommended to simulate past experiences with your brand and ensure more consistent and accurate responses.
Qual is great… but what about quant?
Airpanel currently focuses on qualitative research (open-ended questions, up to 20 respondents). Quantitative studies (closed-ended questions, up to 200 respondents) are in development and will be available in Q4 2025.
Qual is great… but what about quant?
Airpanel currently focuses on qualitative research (open-ended questions, up to 20 respondents). Quantitative studies (closed-ended questions, up to 200 respondents) are in development and will be available in Q4 2025.
Does Airpanel replace traditional research?
No. Airpanel is not meant to replace traditional research, but to complement it. It’s a “pocket-sized panel” designed for quick, frequent, mid-stakes testing — a flexible tool to iterate faster, validate instincts, or support decisions. For large-scale strategic studies, human research remains essential.
Does Airpanel replace traditional research?
No. Airpanel is not meant to replace traditional research, but to complement it. It’s a “pocket-sized panel” designed for quick, frequent, mid-stakes testing — a flexible tool to iterate faster, validate instincts, or support decisions. For large-scale strategic studies, human research remains essential.
Is the platform available in self-service mode?
Our SaaS platform will be available in self-service starting October 2025. Until then, we offer a managed service — just like a research agency.
Is the platform available in self-service mode?
Our SaaS platform will be available in self-service starting October 2025. Until then, we offer a managed service — just like a research agency.
How much does Airpanel cost?
Airpanel offers credit-based or monthly subscription plans, depending on your needs. Each study uses a certain number of credits based on the number of respondent agents and the type of content being tested. Results are delivered within minutes — at a fraction of the cost of traditional research. Contact us to learn more.
How much does Airpanel cost?
Airpanel offers credit-based or monthly subscription plans, depending on your needs. Each study uses a certain number of credits based on the number of respondent agents and the type of content being tested. Results are delivered within minutes — at a fraction of the cost of traditional research. Contact us to learn more.