Salesforce AppExchange Scraper – Apps & Business Needs

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🚀 Salesforce AppExchange Apps Scraper & Market Intelligence Scrape Salesforce AppExchange apps, reviews, ratings, pricing models, and ecosystem insights for market research and competitive intelligence.

Apify Store Actor

Run this Actor directly on Apify store: https://apify.com/adinfosys-labs/salesforce-appexchange-discovery-engine---apps-reviews Extract Salesforce AppExchange apps, categories, ratings, and ecosystem insights. Discover, analyze, and export Salesforce AppExchange ecosystem data. The Salesforce AppExchange Intelligence Engine automatically discovers Salesforce AppExchange applications and extracts structured metadata for market research, competitive intelligence, and ecosystem analysis. The Actor explores AppExchange across three discovery groups: • Business Needs • Industries • Products It collects app metadata and generates analysis-ready datasets and market intelligence reports.

👥 Who This Actor Is For • Salesforce consulting firms • SaaS product managers • Competitive intelligence teams • Market researchers • Salesforce partners • Data teams building ecosystem intelligence pipelines • Agencies preparing AppExchange landscape reports

🔎 What This Actor Does The Actor automatically: • Scrapes Salesforce AppExchange apps • Extracts ratings, reviews, pricing signals, and descriptions • Builds a structured dataset of apps • Performs automated market intelligence analysis • Generates competitive insights and opportunity signals • Produces executive-ready reports All outputs are available as structured data files ready for analysis.

📊 Data Extracted For each Salesforce AppExchange app the Actor collects: • App name • App URL • Category group • Market segment • Rating • Number of reviews • Pricing model (free / freemium / paid / nonprofit discount) • Price text • Short description • Market classification signals

📦 Output Files File Description APPS.csv Spreadsheet export APPS.xlsx Excel export MARKET_INTELLIGENCE.json Machine-readable analysis EXECUTIVE_SUMMARY.txt Human-readable insights LLM_MARKET_SUMMARY.json AI-ready summary MARKET_REPORT.pdf Executive PDF report Used for: • competitive analysis • market research • Salesforce ecosystem mapping • investment research • lead generation • product strategy

📄 Example Output Record { "listing_id": "a0N30000003IUgVEAW", "app_name": "Cirrus Insight", "primary_category_name": "Sales Productivity", "rating": 4.8, "reviews_count": 1200, "pricing_model": "paid", "price_text": "$22.95 per user/month", "short_description": "Email integration and productivity tools for Salesforce", "app_url": "https://appexchange.salesforce.com/appxListingDetail?listingId=a0N30000003IUgVEAW", "sphere": "business-needs", "category_preset": "sales", "last_seen_at": "2026-03-05T12:10:00Z" }

📊 Example Output Table App Name Category Rating Reviews Pricing Cirrus Insight Sales Productivity 4.8 1200 Paid FormAssembly Data Collection 4.7 900 Subscription TaskRay Project Management 4.6 750 Paid

📊 Example Output & Interface Dataset Output (Apify Dataset)

The dataset contains structured records for each discovered Salesforce AppExchange app.

CSV / Excel Export

Example exported files: APPS.csv APPS.xlsx These are ready for spreadsheets, BI dashboards, and analysis.

Market Intelligence Report

Generated report files: MARKET_INTELLIGENCE.json EXECUTIVE_SUMMARY.txt MARKET_REPORT.pdf

Actor Input Configuration

Example configuration: { "mode": "apps", "categoryGroup": "business-needs", "sphere": "business-needs", "categoryPreset": ["marketing", "sales"], "appGroup": ["marketing", "sales"], "maxPages": 1, "headless": true }

⚡ Quick Start Run the Actor with a simple configuration: { "mode": "apps", "categoryGroup": "business-needs", "categoryPreset": ["marketing", "sales"], "maxPages": 3, "analysisOptions": { "enableExecutiveSummary": true, "outputJsonReport": true, "outputPdfReport": true } }

🧭 Discovery Modes 1️⃣ Business Needs https://appexchange.salesforce.com/explore/business-needs Example categories: sales marketing finance analytics customer-service productivity commerce human-resources

2️⃣ Industries https://appexchange.salesforce.com/explore/industries Example filters: automotive manufacturing healthcare financial-services retail education energy

3️⃣ Products https://appexchange.salesforce.com/explore/products Examples: data cloud b2b-commerce b2c-commerce sales cloud service cloud marketing cloud experience cloud

⚙️ Input Parameters Parameter Description mode apps / reviews / apps+reviews categoryGroup business-needs / industries / products categoryPreset Label used for grouping runs appGroup Filters applied maxPages Number of scroll passes pricingFilter Optional pricing filter minRating Minimum rating threshold headless Browser mode proxySettings Apify proxy configuration

📈 Market Intelligence Insights The Actor generates analytics including: • market overview • category distribution • pricing distribution • competitive landscape • opportunity signals • ecosystem trends Exported to: • MARKET_INTELLIGENCE.json • EXECUTIVE_SUMMARY.txt • MARKET_REPORT.pdf

▶️ Running Locally apify run Push updates: apify push

🧠 Typical Use Cases • Salesforce ecosystem analysis • competitor benchmarking • SaaS market research • AppExchange landscape mapping • consulting ecosystem reports

🔐 Compliance ✔ collects publicly available information ✔ does not require login ✔ does not access private data Users must ensure compliance with Salesforce terms and local regulations.

⭐ Why This Actor Is Unique ✔ supports three AppExchange exploration modes ✔ generates market intelligence reports automatically ✔ produces analysis-ready datasets ✔ handles dynamic page loading and filters

💰 Example Run Cost Apps Crawled Estimated Cost 200 ~$0.02 1,000 ~$0.10 5,000 ~$0.50 20,000 ~$2.00

🚀 Start Small, Then Scale Start with: maxPages = 1 Then increase for full ecosystem analysis.