Process 1,000 rows in hours minutes.
Parallel batch AI processing with schema validation.

Schema validation ยท Competitive pricing ยท Parallel processing

Start for free
๐Ÿ“„leads.csv1,000 rows
companywebsite
Stripestripe.com
Notionnotion.so
Linearlinear.app
......
โœจPrompt
Research {{company}} and provide:
- Industry category
- Employee count
- One-line description
๐ŸResults

Click "Run" to see results

How it works

Three steps to AI-powered data

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Step 1

Upload Your CSV

Drop your CSV file with up to 1,000 rows. We'll detect columns automatically.

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Step 2

Write Your Prompt

Tell AI what to generate for each row. Use {{column_name}} to reference your data.

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Step 3

Download Results

Get your enriched CSV with new AI-generated columns. Export to CSV or Excel.

Everything you need for batch AI processing ๐Ÿ› ๏ธ

No coding required. Just upload, configure, and run.

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CSV In, CSV Out

Upload any CSV file up to 1,000 rows. Get back enriched data with new AI-generated columns.

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Smart Prompts

Use {{variables}} from your CSV columns. AI fills in the blanks for every row.

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Web Search Built-in

Enable real-time web search to enrich your data with current information.

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Parallel Processing

Process multiple rows simultaneously. 1,000 rows in seconds, not hours.

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Time Estimates

Know exactly how long your batch will take before you start.

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Structured Output

Define output columns and get clean, consistent JSON data every time.

What will you build?

From sales teams to researchers, bulk.run powers diverse workflows

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Lead Enrichment

Turn company names into full profiles with industry, size, and contact info.

Input: Company Name โ†’ Output: Industry, Employee Count, HQ Location
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Content Generation

Generate product descriptions, social posts, or email copy at scale.

Input: Product Name, Features โ†’ Output: Marketing Description
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Data Classification

Categorize support tickets, reviews, or survey responses automatically.

Input: Customer Feedback โ†’ Output: Sentiment, Category, Priority
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Research & Analysis

Extract insights from URLs, summarize content, or analyze competitors.

Input: Website URL โ†’ Output: Summary, Key Products, Pricing

Frequently Asked Questions

Everything you need to know about bulk.run

Currently, bulk.run supports up to 1,000 rows per batch. This limit helps ensure fast processing times and reliable results.

We use Google's Gemini AI models, which offer excellent performance for text generation, classification, and data enrichment tasks.

Yes! Enable the 'Web Search' tool and AI will search for real-time information to enrich your data. Perfect for lead research and competitive analysis.

Upload CSV files and export results as CSV or Excel (XLSX). We auto-detect columns and handle common encoding issues.

Most batches complete in 2-10 minutes depending on size and complexity. We show a time estimate before you start, and you can track progress in real-time.

Yes. Your data is processed securely and not stored permanently. We don't use your data to train AI models.

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Ready to run AI at scale?

Start processing your first batch in under 2 minutes. No credit card required.

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