Software Marketplace Data: App Stores, Review Sites, and Partner Directories

Software markets publish their competitive intelligence in public: marketplace listings, install counts, review streams, and partner directories. This guide covers bulk exports from ten sources — mobile app stores, B2B review platforms, and the ecosystem marketplaces where SaaS distribution actually happens.

App store data: listings, rankings, and ASO intelligence

The App Store scraper exports iOS listings — rankings, ratings, reviews, and metadata by category or keyword. The ASO competitor intelligence scraper goes a level deeper: track a competitor set's keywords, ranking movement, and review velocity over time. For the browser side, the Chrome Web Store scraper exports extension listings with user counts — the install-base signal for extension-market analysis.

B2B software reviews: Capterra and Clutch

The Capterra scraper exports software listings and reviews by category — the comparison data buyers read before shortlisting. The Clutch scraper covers the services side: agencies and IT providers with client reviews, rates, and portfolio details, which makes it as much a lead-gen source as a review site.

Company data behind the products: Crunchbase

The Crunchbase scraper exports company profiles — funding, headcount ranges, and categories — the layer that turns "this product is growing" into "this company just raised and is hiring".

Ecosystem marketplaces: Atlassian, Salesforce, Slack, Auth0

Platform marketplaces rank what enterprises actually install. The Atlassian Marketplace scraper exports apps with install counts and reviews; the Salesforce AppExchange scraper covers the largest enterprise ecosystem; the Slack Marketplace scraper and Auth0 integrations scraper round out the workflow and identity ecosystems. Vendors use these to find integration gaps; investors use install-count deltas as adoption signals.

Commerce platform extensions: BigCommerce and Adobe Commerce

The BigCommerce marketplace scraper and Adobe Commerce (Magento) extensions scraper export the e-commerce platform app catalogs — pricing, ratings, and vendor data for the agencies and app developers competing there.

Partner directories: Salesforce and HubSpot consultancies

The Salesforce consulting partners scraper and HubSpot/Salesforce partner scraper export certified-partner directories — tier, specializations, and region. That's a ready-made lead list for anyone selling to implementation consultancies.

Source summary

Layer	Source	Signal
Mobile apps	App Store, ASO intelligence	Rankings, reviews, keywords
Browser extensions	Chrome Web Store	Install counts
B2B reviews	Capterra	Category comparisons
Services reviews	Clutch	Agencies, rates, clients
Company layer	Crunchbase	Funding, headcount
Enterprise ecosystems	Atlassian, AppExchange, Slack, Auth0	Installs, adoption
Commerce platforms	BigCommerce, Adobe Commerce	Extension catalogs
Partner networks	Salesforce/HubSpot partners	Certified consultancies

The competitor-watch pattern

Pick the marketplaces where your category lives, export weekly, and diff: new entrants, review-velocity changes, ranking moves, and pricing edits all land as row-level changes. Per-record pricing keeps a full category watch under a few dollars a month — see Track Your Competitors Across 7 App Stores for the worked example this guide generalizes.

Browse the full Tech Marketplaces catalog.