SaaS Pricing Scraper

Multi-source SaaS pricing intelligence. Extract pricing tiers, features, and competitor data from any SaaS product in seconds.

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⚡ Quick Start

{
  "query": "Notion",
  "useLLM": true,
  "llmProvider": "openai",
  "openaiApiKey": "sk-..."
}

Or with a direct URL:

{
  "url": "https://www.notion.so/pricing",
  "useLLM": true,
  "llmProvider": "anthropic",
  "claudeApiKey": "sk-ant-..."
}

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🔄 How It Works

1. Discovery → Find pricing page via search or direct URL
2. Scrape → Playwright captures page, clicks billing toggles automatically
3. Extract → LLM or DOM selectors parse pricing tiers
4. Enrich → Calculate confidence score, detect pricing model

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🚀 Key Features

• Universal Scraping: Works on most SaaS pricing pages (Notion, Slack, HubSpot, Vercel, etc.)
• Smart Interactions: Auto-detects and clicks "Annual/Monthly" toggles to capture discount pricing
• LLM Extraction: Uses GPT-5.2 or Claude 4.5 Sonnet for accurate parsing of complex pricing tables
• BYOK: Bring your own OpenAI or Anthropic API key
• Structured Output: Clean JSON with tiers, features, billing options, pricing model detection

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💰 Pricing

Free to use. You only pay:

• Apify platform costs (~$0.01-0.05 per run)
• Your own LLM API costs if enabled (~$0.01-0.03 per run)

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🎯 Use Cases

• Founders: Benchmark pricing against competitors before launch
• Sales Teams: Get competitor pricing during deal negotiations
• VCs & Analysts: Track SaaS pricing trends across sectors
• Procurement: Verify you're getting the best deal

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⚙️ Input Parameters

Field	Type	Required	Description
query	string	Yes*	Product name (e.g., "Notion", "Slack")
url	string	Yes*	Direct pricing page URL
useLLM	boolean	No	Enable AI extraction. Default: true
llmProvider	string	No	openai or anthropic
llmModel	string	No	Override model. Defaults: gpt-5.2, claude-4-5-sonnet-latest
openaiApiKey	string	No	Your OpenAI key
claudeApiKey	string	No	Your Anthropic key

*Either query or url required

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📊 Output Example

{
  "product": {
    "name": "Notion",
    "website": "https://www.notion.so/pricing"
  },
  "pricing": {
    "model": "seat-based",
    "has_free_tier": true,
    "currency": "USD",
    "billing_options": ["monthly", "annual"],
    "tiers": [
      {
        "name": "Free",
        "price_monthly": 0,
        "price_annual": 0,
        "price_unit": "per member",
        "features": ["Collaborative workspace", "Basic page analytics"]
      },
      {
        "name": "Plus",
        "price_monthly": 10,
        "price_annual": 8,
        "price_unit": "per member",
        "features": ["Unlimited blocks", "Unlimited file uploads", "30-day page history"]
      },
      {
        "name": "Business",
        "price_monthly": 18,
        "price_annual": 15,
        "price_unit": "per member",
        "features": ["SAML SSO", "Advanced analytics", "90-day page history"]
      }
    ]
  },
  "metadata": {
    "extraction_status": "success",
    "extraction_method": "llm-openai",
    "confidence_score": 0.95,
    "tiers_found": 4
  }
}

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📈 Confidence Scores

Score	Meaning
0.9+	High confidence, LLM validated
0.7-0.9	Good, DOM extraction worked
0.3-0.7	Partial data, some tiers may be missing
<0.3	Low confidence, enable LLM for better results

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⚠️ Limitations

• Enterprise pricing (Salesforce, SAP, Oracle) often requires login
• Usage-based pricing shows estimates only
• Some sites block automated browsers
• Results cached 24 hours to reduce costs
• No LLM fallback returns empty tiers if selectors fail

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🔗 API Integration

Run programmatically via Apify API:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });

const run = await client.actor('datahq/saas-pricing-radar').call({
  query: 'Notion',
  useLLM: true,
  llmProvider: 'openai',
  openaiApiKey: process.env.OPENAI_API_KEY
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items[0]);

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📬 Feedback

Found a bug or have a feature request? Use the Issues tab or leave a review.