> ## Documentation Index
> Fetch the complete documentation index at: https://docs.focaldata.com/llms.txt
> Use this file to discover all available pages before exploring further.

# What is Focaldata AI?

> An end-to-end platform for AI-led qualitative research with real participants

Focaldata AI is an end-to-end research platform that takes teams from question to decision-ready insight fast, without needing an in-house research department. It conducts AI-led qualitative interviews with real participants, then synthesises the results into evidence-linked reporting you can trace back to what people actually said.

It combines qualitative methodology with strict quality controls and automation, so you get reliable data from real audiences in 24–72 hours, with reporting built in.

<CardGroup cols={2}>
  <Card title="How it works" icon="route" href="/how-it-works">
    The end-to-end journey from scoping to reporting.
  </Card>

  <Card title="Before you start" icon="circle-check" href="/before-you-start">
    Check your project is a good fit in under 10 minutes.
  </Card>
</CardGroup>

## What it's for

Focaldata AI is strongest when your objective is clear, your audience is straightforwardly recruitable, and you need decision-ready recommendations grounded in verbatim evidence. Typical uses include:

<Columns cols={2}>
  <Card title="Early exploration" icon="compass">
    Understand language, beliefs, drivers, and barriers in a category or topic.
  </Card>

  <Card title="Message & creative development" icon="lightbulb">
    Explore reactions, comprehension, and resonance — and why people respond as they do.
  </Card>

  <Card title="Journey & experience diagnostics" icon="map-location-dot">
    Map decision journeys and find friction points and moments that matter.
  </Card>

  <Card title="Concept & proposition testing" icon="flask">
    Understand preference logic, trade-offs, and perceived differentiation.
  </Card>
</Columns>

## What it is not

Focaldata AI is not a general-purpose chatbot, and it is not a substitute for representative measurement. It is optimised for rapid, structured qualitative work where traceability from claim to evidence matters. It is not designed to replace representative measurement or statistical inference, pricing optimisation or demand forecasting, or clinical, legal, and compliance decisions that require licensed professional standards.

<Note>
  AI accelerates research production and improves consistency, but it does not remove professional responsibility. You remain accountable for objectives, interpretation, and any client-facing conclusions.
</Note>

## About Focaldata

Focaldata is a research technology company founded in 2017, built to help organisations run high-quality social and market research at scale. Our platforms support research in 130 markets, and in 2025 we conducted research with approximately seven million respondents worldwide. The platform is in active use with major organisations and leading creative and strategic agencies, and is developed by a cross-functional researcher–engineer team with research leadership spanning public opinion, survey methodology, and qualitative practice.