# Use Cases (/data-exports/use-cases)



import { Callout } from 'fumadocs-ui/components/callout';
import {
    DatabaseIcon,
    UsersIcon,
    BrainCircuitIcon,
    BarChart3Icon,
    ArchiveIcon
} from "lucide-react";

Data exports unlock the full potential of your OnlyFans data. Whether you're building automations, training AI models, or migrating to new systems, our comprehensive export tools give you complete control over your data.

<Cards className="grid grid-cols-3 gap-4 @container">
  <Card icon={<BrainCircuitIcon />} title="AI & LLM Training" href="#download-media-and-chats-for-llm-and-lora-training" />

  <Card icon={<BarChart3Icon />} title="Financial Analytics" href="#export-financial-data-for-analytics-and-automation" />

  <Card icon={<ArchiveIcon />} title="Backup & Migration" href="#complete-data-backup-and-migration" />
</Cards>

***

## Download Media and Chats for LLM and LoRA Training

<Callout title="Perfect for" type="info">
  AI developers, chatbot builders, and content personalization tools
</Callout>

Training AI models to mimic a creator's voice, style, or persona? Our **Media** and **Chat Messages** exports provide the raw data you need for LLM fine-tuning and LoRA training.

### Media exports for visual AI

Export your entire **Media Vault** as a ZIP file containing:

* All photos (full resolution)
* All videos (original quality)
* All audio files

This is invaluable for training:

* **LoRA models** for Stable Diffusion and similar image generators
* **Content classifiers** and moderation systems
* **Style transfer** and editing tools

### Chat exports for language models

The **Chat Messages** export includes:

* Complete message history
* Message text and timestamps
* Fan context (ID, username, name)
* Tip and pricing data
* Media attachment counts

Use this data to:

* **Fine-tune LLMs** on a creator's communication style
* **Build AI chatbots** that authentically represent creator personalities
* **Analyze conversation patterns** for engagement optimization
* **Train response suggestion systems**

### Technical integration

```python title="Example: Processing chat exports for training"
import pandas as pd

# Load your chat export
chats = pd.read_csv('chat_messages_export.csv')

# Filter for creator's own messages
creator_messages = chats[chats['Is From Account'] == True]

# Prepare training pairs
training_data = []
for idx, row in creator_messages.iterrows():
    training_data.append({
        "role": "assistant",
        "content": row['Message Text']
    })

# Export for fine-tuning
# ... your ML pipeline here
```

***

## Export Financial Data for Analytics and Automation

<Callout title="Perfect for" type="info">
  Accountants, agencies managing multiple creators, and analytics platforms
</Callout>

Need to sync your OnlyFans financial data with external tools? Export **Transactions**, **Payouts**, and **Chargebacks** to power your analytics dashboards and automation workflows.

### Available financial exports

| Export Type      | Key Fields                                                      |
| ---------------- | --------------------------------------------------------------- |
| **Transactions** | Amount, VAT, tax, net, fee, currency, type, status, fan details |
| **Payouts**      | Amount, currency, state, reject reason, timestamps              |
| **Chargebacks**  | Amount, payment type, status, fan info, media tax breakdown     |

### Power your automation stack

Integrate data exports with tools like **n8n**, **Zapier**, or **Make** to build powerful financial workflows:

#### Example: n8n revenue sync workflow

1. **Schedule trigger** — Run weekly or monthly
2. **API call** — Create and start a Transactions export
3. **Wait for completion** — Poll export status
4. **Download CSV** — Fetch the completed export
5. **Parse data** — Transform for your target system
6. **Update database** — Sync to Airtable, Google Sheets, or your data warehouse
7. **Trigger alerts** — Notify on anomalies (chargebacks, revenue drops)

<Callout title="Backfill historical data" type="success">
  Starting fresh with a new analytics tool? Export your **entire transaction history** to backfill your database with years of financial data in minutes.
</Callout>

### Real-world applications

* **Revenue dashboards**: Sync to Metabase, Tableau, or custom BI tools
* **Tax preparation**: Export all transactions for your accountant
* **Chargeback monitoring**: Track and analyze disputed payments
* **Multi-account reconciliation**: Consolidate finances across all managed creators
* **Payout forecasting**: Analyze historical patterns to predict future earnings

***

## Complete Data Backup and Migration

<Callout title="Perfect for" type="info">
  Creators switching platforms, agencies managing transitions, and disaster recovery
</Callout>

Your OnlyFans data is valuable. Whether you're preparing for a platform migration, setting up disaster recovery, or just want peace of mind, our comprehensive exports have you covered.

### Export everything

| Data Type           | What's Included                                    |
| ------------------- | -------------------------------------------------- |
| **Media**           | Every photo, video, and audio file from your vault |
| **Chat Messages**   | Complete conversation history with all fans        |
| **Transactions**    | Full financial record of all earnings              |
| **Trial Links**     | All free trial campaigns and performance data      |
| **Tracking Links**  | Marketing campaign data and attribution            |
| **Payouts**         | Complete payout history                            |
| **Chargebacks**     | Dispute and chargeback records                     |
| **Public Profiles** | Profile snapshots for record-keeping               |

### Backup strategy

Set up a robust backup workflow:

1. **Monthly full exports** — Download all data types for comprehensive snapshots
2. **Weekly incremental exports** — Export recent data using date range filters
3. **Store securely** — Save to cloud storage (S3, Google Cloud, Azure) or local NAS
4. **Version your backups** — Maintain historical snapshots for point-in-time recovery

### Migration use cases

* **Platform switch**: Export everything before moving to a new content platform
* **Agency transition**: Hand off complete data when onboarding or offboarding creators
* **Legal compliance**: Maintain records for regulatory requirements
* **Content repurposing**: Access your full media library for use on other platforms

<Callout title="Large exports?" type="info">
  Exporting years of data? Our system handles big exports seamlessly. Start the export, close your browser, and come back later to download your complete archive.
</Callout>

***

## Get Started

Ready to unlock the full potential of your OnlyFans data?

<Cards>
  <Card title="Create Your First Export" href="https://app.onlyfansapi.com/tools/data-export" description="Use our no-code dashboard to export data in minutes" />

  <Card title="API Reference" href="/api-reference/data-exports/create-data-export" description="Automate exports programmatically with our API" />

  <Card title="n8n Integration" href="/integrations/n8n" description="Build automated workflows with n8n" />
</Cards>