Required CSV Data Structure
Upload any CSV with your user attributes and conversion outcomes:
- user_id: Unique identifier for each user/row.
- is_success: Binary target column (1 = Buyer / Converted / Upgraded, 0 = Free / Churned / Abandoned).
- Attribute Columns (Unlimited): Categorical text columns (auto-encoded with One-Hot Encoding) or numerical columns (auto-split into 10 deciles).
How the AI Model Works
ConversionDNA trains an ensemble Random Forest Classifier in-memory. By testing thousands of non-linear decision splits, it calculates feature importance to show you which user characteristics have the strongest correlation with conversion.
Frequently Asked Questions (FAQ)
How many rows of data do I need?
ConversionDNA works with datasets starting from a few hundred rows, but 1,000+ rows provide higher statistical confidence and sharper feature splits.
Is any of my customer data saved?
No. Trustometer operates entirely client-side and in-memory. Data is analyzed immediately and wiped as soon as your session ends.