🔍 SaaS Pricing Intelligence

Extract, monitor, and compare SaaS pricing data from any product landing page. Get structured pricing tiers, features, and normalized prices for competitive analysis.

./VALIDATION.md

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What It Does

Automatically extracts and normalizes pricing information from any SaaS product's pricing page. Transform chaotic pricing displays into structured, comparable data.

Key Features

Feature	Description
Multi-Tier Extraction	Finds all pricing tiers (Free, Pro, Enterprise, etc.)
Price Normalization	Converts to monthly USD for easy comparison
Feature Matrix	Captures feature lists per tier
Currency Detection	Handles $, €, £, ¥ and more
Enterprise Detection	Flags "Contact Sales" tiers
Auto-Discovery	Finds pricing page from any product URL
Stealth Mode	Anti-detection for protected sites

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Quick Start

Input Example

{
    "startUrls": [
        { "url": "https://stripe.com/pricing" },
        { "url": "https://notion.so/pricing" },
        { "url": "https://github.com/pricing" }
    ],
    "proxyTier": "datacenter",
    "extractFeatures": true,
    "normalizePricing": true
}

Output Example

{
    "url": "https://github.com/pricing",
    "productName": "GitHub",
    "tiersFound": 3,
    "tiers": [
        {
            "position": 1,
            "name": "Free",
            "priceText": "Free",
            "pricing": { "type": "free", "amount": 0 },
            "features": ["Unlimited public/private repos", "2,000 CI/CD minutes/month", "500MB packages storage"],
            "isPopular": false,
            "isEnterprise": false
        },
        {
            "position": 2,
            "name": "Team",
            "priceText": "$4/user/month",
            "pricing": { "type": "fixed", "amount": 4, "perUnit": "user", "billingPeriod": "month" },
            "normalizedMonthlyPrice": 4,
            "features": ["Protected branches", "Multiple reviewers", "3,000 CI/CD minutes/month"],
            "isPopular": true,
            "isEnterprise": false
        },
        {
            "position": 3,
            "name": "Enterprise",
            "priceText": "Contact Sales",
            "pricing": { "type": "enterprise", "requiresContact": true },
            "features": ["SAML SSO", "Advanced auditing", "50,000 CI/CD minutes/month"],
            "isEnterprise": true
        }
    ],
    "insights": {
        "status": "success",
        "totalTiers": 3,
        "hasFreeTier": true,
        "hasEnterpriseTier": true,
        "priceRange": { "min": 0, "max": 4, "average": 2 },
        "pricingModel": "per-user"
    }
}

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Pricing

Pay only for what you use. No monthly fees.

Proxy Tier	Cost/Page	Best For
Datacenter	~$0.02-0.03	Most SaaS sites, cost-effective
Residential	~$0.05-0.06	Protected sites, higher success rate

Cost Breakdown

Component	Datacenter	Residential
Compute (4GB, ~45s)	$0.015	$0.015
Proxy (~1MB/page)	$0.0003	$0.01
Total	~$0.016	~$0.025

Apify adds small platform overhead. Actual cost depends on page complexity.

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Tested & Validated

95% success rate across 20 major SaaS sites:

✅ Excellent Results: GitHub, Figma, Vercel, Supabase, Monday.com, Asana, Mailchimp

⚠️ Partial Results: Stripe, Notion, Linear, Netlify (tiers found, names may vary)

❌ Known Issues: Slack (unusual page structure)

See ./VALIDATION.md for full test results.

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Input Parameters

Parameter	Type	Default	Description
startUrls	Array	Required	URLs to analyze
proxyTier	String	"datacenter"	Proxy quality: "datacenter" or "residential"
discoverPricingPage	Boolean	true	Auto-find pricing page from homepage
extractFeatures	Boolean	true	Extract feature lists
normalizePricing	Boolean	true	Convert to monthly target currency
targetCurrency	String	"USD"	Currency for normalization
sleeperMode	Boolean	true	Enable anti-detection (recommended)
maxRequestsPerCrawl	Integer	100	Max pages to process

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Use Cases

Competitive Intelligence

Monitor competitor pricing changes. Track when they add tiers or adjust prices.

Market Research

Compare pricing models across an industry. Identify trends and gaps.

Sales Enablement

Build competitive pricing matrices for sales teams.

Investment Analysis

Quickly assess SaaS pricing sophistication and market positioning.

AI Agent Workflows

Perfect for autonomous research agents that need to gather and compare software pricing. Returns clean, structured JSON that's ready for further analysis or database storage.

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🤖 MCP Server Integration

This Actor supports the Model Context Protocol (MCP) for seamless AI agent integration.

Quick Connect (Claude Desktop, OpenClaw, etc.)

{
  "mcpServers": {
    "saas-pricing": {
      "command": "npx",
      "args": ["-y", "@anthropic/claude-mcp-server-apify"],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Available Tools

Tool	Description
extract_pricing	Extract pricing data from a single URL
compare_pricing	Compare pricing across multiple SaaS products
monitor_pricing	Set up scheduled monitoring for price changes

Example Agent Prompt

"Use the saas-pricing tool to extract and compare pricing for Notion, Coda, and Obsidian. Summarize which offers the best value for a team of 10."

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Anti-Detection Features

• ✅ Fingerprint rotation (unique browser identity per session)
• ✅ Human-like delays (Gaussian distribution)
• ✅ Mouse movement simulation
• ✅ Scroll behavior mimicking
• ✅ WebRTC protection
• ✅ Stealth plugin (puppeteer-extra-plugin-stealth)

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Support

Having issues? Open an issue or contact the developer.

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Technical Specifications

Spec	Value
Output Format	JSON (structured, normalized)
Supported Currencies	USD, EUR, GBP, JPY, CAD, AUD
Average Latency	30-60 seconds per page
Success Rate	95% on tested SaaS sites
Anti-Detection	Fingerprint rotation, human-like behavior

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