Bulk CSV Processing
Upload a CSV file containing a list of names to process them in bulk. Your CSV should have columns for firstName and lastName.
How It Works
Prepare Your File
Prepare your CSV file with names you want to analyze. Simply create a list of names in a single column format for easy processing.
Upload & Process
Upload your CSV file to our secure platform. Our system will automatically process each name and prepare it for analysis.
AI Analysis
We check each name against our extensive database containing millions of data points. Our advanced AI algorithms analyze patterns, cultural contexts, and historical data to provide accurate predictions.
AI Analysis
We check each name against our extensive database containing millions of data points. Our advanced AI algorithms analyze patterns, cultural contexts, and historical data to provide accurate predictions.
Get Results
Receive comprehensive predictions including gender, age, and ethnicity, each with probability scores indicating the confidence level of our analysis. Download your results in CSV format for easy integration.
Get Results
Receive comprehensive predictions including gender, age, and ethnicity, each with probability scores indicating the confidence level of our analysis. Download your results in CSV format for easy integration.
Pricing & Features
Cost Structure
We charge 1 request per name for prediction. All users receive 100 free request per month. Bulk processing is available for large datasets, making it cost-effective for organizations with extensive name lists.
What You Get
Our predictions include gender, age, and ethnicity estimates, each accompanied by probability scores that indicate the accuracy of our analysis. This transparency helps you understand the reliability of each prediction and make informed decisions based on the confidence levels.
Transparent Pricing
Simple, predictable pricing with free monthly requests and bulk processing options for large datasets.
CSV Format Requirements
Ensure your CSV file follows this simple structure for optimal results. Simply include a header row with "firstName,lastName" and list each name on a separate line below.
| firstName | lastName |
|---|---|
| John | Doe |
| Jane | Smith |
| Michael | Brown |
Make sure your CSV file has the correct format for best results.
What file formats are supported for bulk processing?
We currently support CSV (Comma-Separated Values) files only. Your CSV should have two columns: firstName and lastName. The file should include a header row and be encoded in UTF-8 format for best results.
How many names can I process in a single CSV file?
There's no strict limit on the number of names per file, but we recommend keeping files under 10,000 names for optimal processing speed. Larger files may take longer to process, and you'll need sufficient API credits to cover all names.
What happens if some names can't be processed?
If certain names can't be processed (due to unusual characters, very short names, or other factors), they will still appear in your results with "Unknown" or "N/A" values. The system will continue processing the remaining names and provide you with a complete report.
How accurate are the predictions for bulk processing?
Our bulk processing uses the same AI algorithms as individual name analysis, ensuring consistent accuracy. Each prediction includes a probability score so you can assess confidence levels. Names with higher probability scores are generally more reliable predictions.
Can I process names in different languages?
Yes! Our system supports names from various cultures and languages. However, accuracy may vary depending on the cultural context and the availability of data for specific regions. Names from major world cultures typically have higher accuracy rates.
How long does bulk processing take?
Processing time depends on the number of names in your file. Small files (under 100 names) typically process in under a minute, while larger files may take several minutes. You'll see a real-time progress indicator during processing.
What if I run out of API credits during processing?
It will first check if your apiKey has enough credits, if not it will stop and prompt you to upgrade your plan. You can also check your credits on subscription page.
Can I save my processing results for later?
Yes! After processing, you can download your results as a CSV file. We recommend downloading your results immediately as they may not be permanently stored on our servers. The downloaded file will contain all predictions with probability scores.