Audiences

Build an Audience from Your Data

Upload customer records and supporting evidence, review field matching, and create a reusable audience.

Build from data when you have material that describes the people you want to study. The creation flow lets you review what each file contributes before committing to an audience.

Prepare your sources

Customer records establish who is in the audience. Survey responses add structured answers. Interviews and feedback add language and qualitative context. When sources describe the same people, preserve a stable customer ID or email so they can be matched.

A transcript or product brochure alone is not necessarily a customer roster. Keep source labels, question wording and answer options where available. Avoid merging unrelated people merely because two files have similarly named columns.

Upload and review

Choose From your data, add source files or connect a system, then review before creating the audience.
Choose From your data, add source files or connect a system, then review before creating the audience.Current interface · captured 2026-09-10 · 2× resolution · open original (1640 × 1820px)
  1. Open Audience and start a new audience.
  2. Enter an Audience Name and choose From your data.
  3. Upload the files, or choose Connect a data system for a supported source.
  4. Wait for processing. Open each source's Review to inspect the contents and detected fields.
  5. Choose Review & Create. Check field matches, identifiers, source roles and any material excluded from the build.
  6. Resolve uncertain mappings before confirming creation.

The review step is where you verify that an email column is a join key, a demographic column describes a person, and a response column belongs to a survey question. Fix a wrong match rather than hoping the resulting audience will correct it.

GUIDED WALKTHROUGH4 steps · illustrative data
iMarioAudienceDEMO

Create audience

Example shoppers
From your dataFrom iMario
customers.csv · customer records
responses.csv · survey evidence
+ Upload files   ·   Connect a data system
Review & Create

From source files to an audience

1. Choose the source

Name the audience and select From your data.

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Interactive illustration based on the documented interface. No live account, credentials or research results.

Check the finished audience

Open its detail page. Compare the distribution and definition with your source data. Inspect source coverage and example people. Start with a focused study before relying on the audience for a wider decision.

If creation cannot continue, check for files still processing, unusable sources, unresolved mappings or the absence of a source that can establish the population. Correct the data or mapping and review again.

Updating evidence

Connected sources can feed new evidence according to their sync rules. Rebuilding customer membership is a separate action; see Review and update an audience and the connection guide.

The former charge of 20 credits per generated individual is retired. Research on the audience is metered separately; see Pricing & credits.

Build an Audience from Your Data | iMario