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    File TransparencyFebruary 1, 20267 min read

    Sample vs Full File Explained

    This page explains exactly what the sample file is, how it relates to the full file, and what you should and should not expect.

    sample filefull filedata formatCSV structurelead data

    First 100 Rows

    Real data from actual list

    Same Structure

    Identical columns & format

    No Hidden Fields

    What you see is what you get

    What the Sample File Is

    The sample is not a demo or synthetic data. It's the actual beginning of your lead list.

    The Sample File Is:

    • The first 100 rows from the actual lead list
    • Pulled directly from the same dataset
    • Generated automatically
    • Not modified, enriched, or filtered differently

    The Sample Exists So You Can:

    • Inspect real data before purchasing
    • See exact column structure and field names
    • Verify data quality matches your needs
    • Test compatibility with your tools

    Why the Sample Uses the First 100 Rows

    The sample always contains the first 100 rows in the list order. This is intentional.

    Predictable

    Reproducible results every time

    Consistent

    Same result for every user

    No Cherry-Picking

    No manual selection bias

    True Beginning

    Not a curated subset

    If the first 100 rows are acceptable, the remaining rows follow the same structure and standards.

    Structure: Sample vs Full File

    There is zero structural difference

    What Stays the Same

    Column names
    Column order
    Data types
    Formatting

    What Changes

    Number of Rows

    Only the row count differs between sample and full file

    • If a column exists in the sample, it exists in the full file

    • If a column is empty in the sample, it may also be empty in the full file

    No Hidden Fields - Full Transparency

    What you see in the sample is exactly what you get in the full list. No exceptions.

    No Added Columns

    We don't add columns after purchase

    No Hidden Fields

    Nothing is held back from samples

    No Data Unlocks

    No extra data revealed later

    No Upsells

    No hidden attribute upgrades

    What the Sample Is NOT

    • Not a demo dataset

      It's real production data

    • Not synthetic data

      Every record is a real business

    • Not a hand-picked subset

      Automatically generated, no selection

    • Not quality-optimized

      Same quality as the full file

    Raw, Real, and Representative

    The sample is exactly what it claims to be: the first 100 rows of your actual lead list, unmodified.

    Important Decision Guide

    When You Should NOT Buy

    The sample exists to help you make an informed decision. Do not buy if:

    Columns Don't Match

    The sample columns do not match your use case or required fields

    Too Many Empty Fields

    Critical fields are empty too often for your specific needs

    Format Doesn't Fit

    The file format or structure doesn't work with your workflow

    The sample exists to help you decide NOT to buy when it's not a fit.

    Summary

    Sample

    First 100 rows of real list

    Full File

    Same structure, more rows

    No Hidden Fields

    Complete transparency

    No Surprises

    Same experience after purchase

    If the sample works for you, the full file will behave the same way.

    Recommendation

    Always download the sample first. Open it in your target tool. Confirm compatibility. Only then proceed to purchase.

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