Understanding Results

Each simulation produces a structured results page composed of three main components:

  • Target Demographics.
  • Survey Results.
  • Qualitative Analysis (if enabled).

This section explains how to interpret each part responsibly and accurately.

Results Page Overview

At the top of the Results page, you will see:

  • The selected geography and its type (Country, State/Province, or City).
  • The project name (if provided).
  • The selected sample size.
  • The creation date.

These elements define the modeling scope of the simulation.

All outputs are aggregated and represent simulated distributions — not individual responses.

Target Demographics

The Target Demographics section displays the modeled population context used to generate the simulation.

This includes:

  • Age distribution.
  • Income distribution.
  • Sex distribution.
  • Other demographic indicators (e.g., urbanization, education patterns).
  • Applied audience segmentation (if selected).

This contextual layer is foundational. All survey results are generated within this demographic framework.

Age Distribution

Displays the modeled age breakdown of the selected geography.

If audience segmentation includes an age filter, this distribution reflects the filtered subpopulation.

Income Distribution

Represents modeled socioeconomic tiers within the selected geography.

Income segmentation, if applied, restricts the simulation to the selected income tier.

Sex Distribution

Shows the modeled male/female distribution within the selected geography or filtered audience.

Other Demographics

This section provides contextual indicators such as:

  • Urbanization characteristics.
  • Education levels.
  • Structural demographic patterns.

These elements influence response modeling but are descriptive rather than numeric.

Audience Segmentation

If Advanced Segmentation was enabled, applied filters are clearly displayed.

  • Only explicitly selected filters are shown.
  • No inferred traits are added.

Segmentation functions as a hard constraint in the simulation.

Survey Results

The Survey Results section displays the aggregated percentage distribution for each question.

Each question includes:

  • The question text.
  • Each answer option.
  • A percentage value (one decimal place).
  • A proportional bar visualization.

Percentages always sum to exactly 100% for single-choice questions.

For multiple-selection questions, total percentages may exceed 100%, as respondents can select more than one option.

How Percentages Are Generated

The system does not simulate individual respondents.

Instead, it generates aggregated distributions directly, based on:

  • Demographic context.
  • Selected segmentation.
  • Question wording.
  • Behavioral modeling patterns.
  • Controlled stochastic variation.

All outputs are sorted in descending order by percentage.

Variability Between Runs

Simulations are non-deterministic but controlled.

If you rerun the same survey with identical inputs:

  • Results may vary slightly.
  • Ranking generally remains stable unless differences are marginal.

Variance limits depend on sample size:

  • Smaller samples allow slightly larger variation.
  • Larger samples produce more stable distributions.

This controlled variability reflects modeled uncertainty and prevents deterministic repetition.

Introductory Context in Results

If an Introductory Context was provided, it appears above the survey questions.

The introductory scenario:

  • Influences behavioral framing.
  • Does not override demographic structure.
  • Does not replace geographic modeling.

Even in hypothetical scenarios, the demographic foundation remains tied to the selected real-world geography.

Qualitative Analysis (If Enabled)

If Qualitative Analysis is activated, a structured interpretive section appears below the quantitative results.

It includes:

  • Summary.
  • Key Insights.
  • Implications.
  • Potential Risks.

This analysis is generated from the aggregated distributions and contextual modeling.

It is intended to assist interpretation — not replace human judgment.

Simulation Disclaimer

At the bottom of every Results page, a notice clearly states that:

These are simulated results, not actual survey data.

This reminder reinforces responsible interpretation.

The platform is designed for structured exploration and directional insight — not empirical measurement.

Working With Results

From the Results page, you can:

  • Share a public link.
  • Download CSV or PDF files.
  • Duplicate the simulation.
  • Partially duplicate questions or target settings.

Public links display the same results without private controls and include a contextual explanation of the simulation model.

For more information on sharing and exporting results, see the next section.