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AI-native survey platform

A survey platform built for AI from the ground up.

Opini.ai is an AI-assisted survey engine at its core — able to understand open-ended answers, route by meaning and probe with the depth of a qualitative researcher.

AI routing
Based on meaning
Live probing
Qual-level depth
AI-assisted
End to end
Restaurant experience study
Tell me about your most recent restaurant experience.
The service was warm and the handmade pasta was excellent, especially the truffle ravioli.
Cuisine detected · generating contextual route
What was it about the ravioli that made the dish stand out?
AI across the workflow

Your survey engine is only the beginning.

Purpose-built assistants live inside the platform, so you move from research question to decision without losing control of the method.

Architect

Your AI research designer.

Ask for a change in plain language and Architect makes it in the project. It writes and reorders questions, adds probes, tightens screeners, defines quota cells and sets up sample routing — and tells you exactly what it changed.

Questionnaire

Add, reorder, reword and add probes

Quota

Define cells and targets

Sample

Panel routing and sample setup

Look & feel

Theme colours and branding

Opini.ai Architect chat adding a gender and age question to the questionnaire

Lens

Your AI research analyst.

Ask a question about your data and get an answer with the chart behind it. Lens reads distributions, splits results by a second question and keeps context, so “now by age” just works. It reads results only — it never changes the project.

Distributions

How one question breaks down

Breakdowns

Split by region, age or any question

Follow-ups

Conversational, context-aware analysis

Opini.ai Lens answering a question about respondent age distribution with a bar chart

AI dashboards

Describe the report you want.

Say “make me a useful dashboard” and one is built from your live results — metrics, charts and filters. Then refine it the same way: move the filter to the top, swap a chart type, add completes per day.

Built from your data

Modules chosen from real results

Refine by chatting

Reorder, retype and filter in words

Always current

Updates as fieldwork continues

Opini.ai dashboard built by asking the AI, showing region filters and a satisfaction distribution
Real fieldwork. Real protection.

A survey engine would have paid for this. Our agent terminated it.

A respondent tried to speed-run the screener with keyboard mash. A traditional engine would have accepted the input, counted a complete and passed the noise to data cleaning.

The Opini agent understood that the answers were not answers. It clarified, gave fair chances to respond, then applied the project’s termination rule.

No false complete

The session never enters quota or fieldwork totals.

Incentive protected

Low-effort respondents are not paid for unusable data.

Analysis starts cleaner

Noise is stopped before it reaches the dataset.

Opini AI agent identifies repeated gibberish responses and terminates the interview according to project rules
Live transcript · the agent clarifies before enforcing the study’s quality rules.
AI routing

Route on what people mean, not only what they click.

Traditional routing waits for a coded answer. Opini.ai can understand a natural response as it is written and decide what should happen next.

In this restaurant study, the engine checks whether the respondent mentioned the cuisine. If they did, it probes that specific detail. If they did not, it introduces the topic naturally — without forcing every respondent through the same script.

Semantic conditions

Route from themes, intent and meaning in open text.

Contextual follow-ups

Carry the respondent’s own details into the next question.

See it in the product
Question

“Tell me about your most recent restaurant experience.”

Did they mention the restaurant’s cuisine?
Yes
“What about the Italian food stood out to you?”
No
“Was there anything about the food or menu that shaped your experience?”
Meaning becomes routing logic in real time.
Synthetic data

Validate findings before you field them.

Synthetic data is becoming an increasingly important part of market research. Not as a replacement for real respondents, but as a way to validate findings, test assumptions and explore scenarios faster.

With one click, you can bring synthetic respondents into a live Opini.ai project, run them through the same AI survey engine and compare the outputs against real fieldwork as it arrives.

Pilot faster

Generate synthetic respondents to test questionnaires and routing before launch.

Validate assumptions

Check whether expected patterns hold before committing sample budget.

Compare to reality

Benchmark synthetic outputs against real fieldwork as it arrives.

Simple pricing

One price. Pay only for completed responses.

No subscriptions or seat fees. Every response includes the AI survey engine, adaptive follow-ups and built-in analysis.

Pay as you go

No commitment, no minimum, no subscription

$0.01/response
Unlimited surveys and users
Get started

Pricing shown should be confirmed before launch.

Enterprise On-Premise

Your AI surveys. Your analysis. Your infrastructure.

Run the full Opini.ai survey and analysis stack inside your own environment when data sovereignty and operational control cannot be compromised.

Responses, transcripts and model inference remain within your estate, while research teams keep the same adaptive interviewing and AI analysis workflow.

Data stays in your estate

Keep survey data, transcripts and inference inside your own cloud or data centre.

Security under your control

Use your identity, access, encryption and audit standards.

The complete workflow

Architect, the AI survey engine and Lens remain available on-premise.

Private AI analysis

Generate findings and dashboards without moving data outside your environment.

Build the survey your research question deserves.

Design it with Architect, run it through an AI-native engine and understand it with Lens.