Test Data Generator

Generate realistic sample data for demos, forms and QA.

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01 / Configure

Build your sample

Sample settings

Fields to include

Select a field to edit.

    Repeatable samples

    Use the same settings and seed to repeat a sample. :What stays the same?

    :x How This Data Is Made

    SafeSeed creates rows from name lists and field rules, without customer records.

    1. CreateName lists + field rules
    2. LinkA consistent contact per row
    3. CheckBefore preview or download

    :How realistic contacts are put together

    :What the automatic checks cover

    :Sources, credits and licenses

    :x Realistic Contacts

    Name and email stay linked within each generated contact.

    Illustrative contact
    Name
    Amelia Torres
    Email
    amelia.torres42@example.org
    Phone
    (212) 555-0100

    :Where do these names come from?

    :Example email addresses

    :US-based phone numbers

    :x Generated Names

    Names come from Faker’s US English lists.

    Illustrative example
    FirstAmelia
    LastTorres
    Full nameAmelia Torres

    Name variations uses fixed examples for accents, punctuation and longer names.

    No customer records are used. A generated name can match a real person.

    Source: Faker name generation

    :x Example Emails

    SafeSeed combines a generated name with an example domain.

    Illustrative email · name + example domain
    amelia.torres42@example.org

    Every email uses example.com, example.net or example.org.

    :Why these domains are used for examples

    :x Email Reservation

    IANA reserves these domains for documentation and examples.

    Source: IANA example domains

    :x Fictional Phones

    These phones use the fictional 555-0100–0199 range with US area codes.

    Illustrative US phone
    US area code
    212
    Fictional line
    555-0100

    (212) 555-0100

    Area codes cover the 50 states and DC.

    :The fictional range and US area codes

    :x Phone Reservation

    NANPA reserves 555-0100–0199 for fictional entertainment and advertising use.

    100 reserved line numbers
    First555-0100
    Last555-0199

    US area-code snapshot reviewed October 19, 2026.

    Source: NANPA fictional numbers · Source: NANPA area-code reports

    :x Automatic Checks

    SafeSeed checks the selected field rules and sample size before preview or download.

    Names
    Full = first + last.When all three are selected.
    Email
    Only the three example domains.
    Phone
    Reviewed US fictional range. Blanks only where the scenario allows.
    Contact IDs
    Unique within the sample.
    PassSample ready
    FailError; no download

    :x Repeat A Sample

    The same settings reproduce the same values; adding rows keeps earlier rows unchanged.

    Keep unchangedSeed + fields + scenario + version
    Generate againSame values

    Column renames preserve values.

    Save setup downloads these settings; Load setup restores them. Incompatible versions show an error.

    :x Generator Credits

    Faker supplies the generated names and example emails.

    Faker 10.6.0
    Names and example emails
    Nutshell
    Expandable explanations
    Rough Notation
    Visual emphasis

    Faker license

    :x Everyday Scenario

    Use everyday contacts for demos, form tests and CSV imports.

    Each selected field has a value. Switch scenarios to test name variations or blank phones.

    :x Name Variation Scenario

    Test accents, apostrophes, hyphens and long names in forms, layouts and CSV imports.

    Accents
    José Muñoz
    Apostrophes + hyphens
    Anne-Marie O'Neill
    Long names
    Alexandria-Catherine Montgomery-Worthington

    Name and email still describe the same contact.

    :x Missing Phone Scenario

    Test how your form or import handles blanks: every fifth phone is blank.

    Example: records 1–5

    ✓ Phone · — Blank

    Use at least five rows. Try a blank optional phone, or test the message when a phone is required.

    Edit field

    Inspect sample

    Shown fields

    Generated sample data

    Complete values remain available. This view never changes the exported dataset.