April 17, 2026
Track Your Competitors Across 7 App Stores From One Toolkit
Your competitor ships a new pricing tier, collects a wave of one-star reviews, or quietly launches in a marketplace you weren't watching. You find out three weeks later when a customer mentions they switched.
Manually checking seven app stores is tedious and inconsistent. Nobody does it weekly. Enterprise competitive intelligence platforms like Klue and Crayon cost $25K–50K/year — and they don't cover niche marketplaces like Shopify, Atlassian, or ClawHub. Their crawlers focus on website changes and press releases, not structured app store data.
Seven scrapers, one Apify account. Set up scheduled runs across every major B2B app marketplace, get structured data on every competitor listing, and build a monitoring pipeline for a fraction of what a single enterprise CI seat costs.
What You Can Track
Competitive intelligence from app stores falls into four categories. Each scraper covers a different subset — the table below maps which marketplaces give you what.
Pricing Intelligence
Catch when a competitor drops prices, adds a free tier, or restructures their plans.
Every marketplace except GitHub publishes some form of pricing data. The scrapers extract pricing tiers, free trial availability, per-seat vs flat-rate indicators, and freemium flags.
- Shopify App Store Scraper — Full pricing plan breakdowns including free plans, trial periods, and per-feature tier differences
- Shopify Theme Store Scraper — Theme pricing with feature lists per price point
- Atlassian Marketplace Scraper — Pricing for Jira, Confluence, and Bitbucket apps including cloud vs Data Center tiers
- Salesforce AppExchange Scraper — Pricing across ~6,000 listings with supported product and industry metadata
- Slack Marketplace Scraper — Pricing for 2,500+ Slack apps
- GitHub Marketplace Scraper — Pricing plans with per-seat and flat-rate structures for 1,000+ GitHub Apps
- ClawHub Skill Scraper — Metadata and download stats for 8,000+ AI agent skills
Schedule weekly runs, diff the output against last week's data, and flag any pricing field that changed.
Review Sentiment and Quality Signals
Find gaps in competitor products from negative reviews. Monitor your own review trends.
Three marketplaces offer full user review data with star ratings, review text, timestamps, and developer responses:
- Shopify App Store Scraper — User reviews with star ratings, review dates, and developer replies. Built for Shopify badge as a quality indicator.
- Shopify Theme Store Scraper — Theme reviews with designer replies and ratings
- Atlassian Marketplace Scraper — Ratings and review data for Jira/Confluence/Bitbucket apps
- Salesforce AppExchange Scraper — Ratings and review categories
Track complaint patterns over time. A sudden spike in negative reviews on a competitor's listing often signals a broken update or a feature regression — and an opportunity to reach their users.
Install and Adoption Metrics
Spot rising competitors early. Benchmark your growth rate.
Three marketplaces publish install or download counts:
- Atlassian Marketplace Scraper — Total install counts per app
- GitHub Marketplace Scraper — Install counts per GitHub App
- ClawHub Skill Scraper — Download stats, install counts, star ratings, and bookmark counts
A competitor's install count doubling in two months is a signal worth acting on — before it shows up in their revenue or your churn numbers.
Developer and Vendor Intelligence
Map the competitive landscape — who's building what, where.
All seven scrapers extract developer and vendor metadata:
| Marketplace | Scraper | Developer Info | Support Contacts | Categories |
|---|---|---|---|---|
| Shopify Apps | Shopify App Store Scraper | ✓ | ✓ | ✓ |
| Shopify Themes | Shopify Theme Store Scraper | ✓ | ✓ | ✓ |
| Atlassian | Atlassian Marketplace Scraper | ✓ | ✓ | ✓ |
| Salesforce | Salesforce AppExchange Scraper | ✓ | ✓ | ✓ |
| Slack | Slack Marketplace Scraper | ✓ | ✓ | ✓ |
| GitHub | GitHub Marketplace Scraper | ✓ | ✓ | ✓ |
| ClawHub | ClawHub Skill Scraper | ✓ | — | ✓ |
Use this to identify acquisition targets, track vendors entering your space, or find partnership opportunities. The Slack and Salesforce scrapers also include privacy policy links — useful for compliance and vendor due diligence.
Feature Comparison by Marketplace
| Marketplace | Scraper | Listings | Pricing Data | Reviews | Install Counts |
|---|---|---|---|---|---|
| Shopify Apps | App Store Scraper | ✓ | ✓ | ✓ | — |
| Shopify Themes | Theme Store Scraper | ✓ | ✓ | ✓ | — |
| Atlassian | Marketplace Scraper | ✓ | ✓ | ✓ | ✓ |
| Salesforce | AppExchange Scraper | ~6,000 | ✓ | ✓ | — |
| Slack | Marketplace Scraper | 2,500+ | ✓ | — | — |
| GitHub | Marketplace Scraper | 1,000+ | ✓ | — | ✓ |
| ClawHub | Skill Scraper | 8,000+ | — | — | ✓ |
How to Build a Competitive Monitoring Pipeline
- Pick the marketplaces where your competitors list. Most B2B SaaS companies are on two or three of these stores. Start there.
- Run each scraper with competitor-specific filters. Use search terms, categories, or direct URLs to target the listings you care about rather than scraping the entire marketplace.
- Schedule recurring runs. Daily for pricing and review monitoring. Weekly for install counts and new listings. Apify's built-in scheduler handles this.
- Export to your data warehouse or spreadsheet. JSON and CSV exports work out of the box. The Apify API lets you pull results directly into BigQuery, Snowflake, Google Sheets, or any tool that accepts webhooks.
- Set up change detection. Diff each run's output against the previous run. Flag pricing changes, new negative reviews, rating drops, and install count jumps. A simple script comparing two JSON snapshots handles this — no enterprise tooling needed.
What This Costs vs Enterprise Tools
| Approach | Annual Cost | Covers Niche App Stores | Structured Data | API Access |
|---|---|---|---|---|
| Klue / Crayon | $25K–50K | No | Partial | Yes |
| Manual monitoring | $0 | Yes (if you remember) | No | No |
| OrbTop scrapers on Apify | Pay per data point | Yes — all 7 stores | Yes | Yes |
Enterprise CI tools track website changes, press releases, and job postings. They don't scrape Shopify app store reviews or Atlassian install counts. Manual monitoring covers everything in theory — but nobody checks seven stores consistently.
The scrapers run on Apify's pay-per-event pricing. No subscriptions, no annual contracts. A weekly monitoring pipeline across all seven marketplaces costs less than a single month of most enterprise CI tools.
Getting Started
- Pick your scrapers from the comparison table above.
- Open each scraper on Apify — click "Try it on Apify" on any scraper page.
- Configure your first run — set search terms, categories, or direct listing URLs for your competitors.
- Start with a test run — 10–20 listings to validate the output fields match your needs.
- Schedule recurring runs and set up exports to your preferred destination.
All seven scrapers are live and ready to run. Browse the full catalog at /actors.