Public Software Saas Directory Discovery Engine

🚀 SaaS Directory Intelligence Engine Discover, extract, and analyze software products from public directories

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🧠 Overview The SaaS Directory Intelligence Engine automatically discovers and extracts structured data about software products (SaaS tools) from public directories such as AlternativeTo, SaaSHub, and more. It transforms unstructured listings into clean, actionable datasets for: • 🔍 Lead generation • 📊 Market intelligence • 🏆 Competitive analysis • 🤖 AI / RAG pipelines

🔍 Key Features • 🔎 Query-based SaaS discovery • 🤖 Automatic query expansion • 🌐 Extracts official vendor websites • 📊 Structured dataset output • 📁 CSV / XLSX / JSON exports • 🧠 RAG-ready structured data • ⚡ Handles blocked pages via browser rendering • 📈 Built-in statistics & diagnostics

⚙️ Input 📌 Example Input { "query": "CRM", "expandQueries": true, "maxPages": 1, "maxListings": 30, "useProxy": false, "debug": false }

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📥 Input Parameters Field Type Description query string Main search keyword (e.g., "CRM", "email marketing") expandQueries boolean Automatically expands queries for better discovery maxPages integer Number of directory pages to scan maxListings integer Maximum number of products to extract useProxy boolean Use proxy for better anti-blocking debug boolean Enable detailed logging

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📊 Output 📦 Dataset (Apify) Each item includes: • name • website • description • category • pricing • rating • reviews_count • country • metadata fields

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📌 Example Output { "name": "Zoho CRM", "website": "https://www.zoho.com/crm/", "category": "CRM", "pricing": "Freemium", "rating": 4.3, "reviews_count": 2500, "directory": "alternativeto" }

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📁 Files (Key-Value Store) • OUTPUT.json • OUTPUT.csv • OUTPUT.xlsx • STATS

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🎯 Search Strategy (VERY IMPORTANT) 🔥 Best Approach: Search by User Needs Instead of generic queries, use intent-driven queries: ❌ Weak Queries • CRM • marketing ✅ Strong Queries • CRM for small business • email marketing automation tools • AI sales assistant • project management for startups

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🧠 Best Niche Queries 💼 Sales • CRM • sales automation • lead management 📣 Marketing • email marketing • SEO tools • social media automation 🏢 Business Operations • project management • HR software • accounting software 🤖 AI (🔥 High Growth) • AI writing tools • AI agents • chatbot platforms • AI sales tools

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🌐 Best Public Directories to Target 🥇 Tier 1 (High Value) • AlternativeTo • G2 • Capterra • GetApp • SaaSHub

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⚡ Tier 2 (Expansion) • Product Hunt • StackShare • AppSumo Marketplace • Betalist

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🧠 Tier 3 (Advanced / Niche) • AI tool directories • Chrome Web Store • Shopify App Store • Industry-specific directories

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💼 Use Cases 🔍 Lead Generation • Extract SaaS company websites • Build outreach lists

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📊 Market Intelligence • Analyze competitors • Identify pricing trends • Compare ratings

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🤖 AI / LLM Applications • SaaS recommendation engines • Market analysis bots • Intelligent search systems

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📈 Startup Discovery • Discover emerging SaaS tools • Track new products

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🔗 Integration 🧩 With Apify • Use Dataset API • Schedule runs • Export to Google Sheets

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🤖 With AI / RAG Pipelines Scraper → Clean Data → Chunking → Embeddings → Vector DB → LLM Compatible with: • OpenAI • LangChain • Pinecone • Weaviate • Supabase

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💼 With CRM / Sales Tools • HubSpot • Salesforce • Airtable Use output CSV to: • import leads • enrich contact lists

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💰 Pricing & Monetization 📊 Suggested Usage Pricing Tier Description Free Small runs (testing) Starter Lead generation Pro Market intelligence Enterprise AI pipeline integration

⚡ Pay-As-You-Go Pricing • 100 leads → $5 • 500 leads → $15 • 1,000 leads → $25

💡 How to Monetize This Actor • SaaS lead generation service • Market research reports • Subscription datasets • API access for SaaS discovery • AI-powered SaaS recommendation tools

🧠 Pro Tips • Use niche queries for high-quality leads • Combine multiple runs for full market coverage • Filter by rating + pricing for better insights • Feed results into your AI pipeline for automation

🚀 Roadmap (Next Versions) • Multi-directory scraping (G2, Capterra) • Scoring system (popularity, rating, demand) • Market insights & reports • AI-generated summaries • Competitive analysis

🏆 Final Value Proposition Discover, structure, and analyze SaaS products from public directories — turning raw listings into actionable business intelligence.