The Apify Store Scraper API turns the entire Apify Store into structured JSON. One run returns a flat row per public Actor with pricing, usage trends, reliability, ratings, and categories, so you can rank a niche, size up competitors, or feed an AI agent evidence about which tools to trust. Run it as a no-code job or call it as a clean API. Filter by keyword, category, pricing model, or developer, or sweep the whole catalog at once.

What you get per Actor

Identity (title, name, developer, categories, Store URL), usage (total users plus 7, 30, and 90-day active users, total runs and builds, last run time), reliability (30-day run outcomes split into succeeded, failed, aborted, timed out, plus a computed success rate), demand and quality (bookmarks, review rating, review count), and pricing (model, per-event price ladder, margin, trial, the full pricing object). Set includeDetails to add each Actor's README and input schema to the same row.

Inputs

Every field is optional. Filter by search, category, pricingModel, or username, choose a sortBy (relevance, popularity, newest, last update), and cap with maxItems (0 sweeps the whole store). Run with no input for a full catalog pull.

Example Tasks and Use Cases

Each of these is a ready-made task that returns the ranked Actors for one site or role, with usage and reliability attached:

Best Google Maps scrapers - rank every Google Maps Actor by 30-day success rate and active users.

Best LinkedIn scrapers - compare LinkedIn data tools on price, usage, and reliability before you commit.

Best Amazon scrapers - shortlist e-commerce Actors with real success rates, not marketing copy.

Best YouTube scrapers - see which video-data Actors are actually maintained and used.

Best Instagram scrapers - rank social scrapers by monthly users and pricing model.

Best AI scrapers - map the AI-category Actors with current pricing and demand signals.

Best Actors for developers - a role-based shortlist for builders, sorted by reliability.

Best Actors for marketers - the marketing-workflow shortlist with usage and price attached.

Best Actors for founders and sales teams - lead-generation and research tools ranked by real adoption.

Dozens more site and role tasks live on the Apify Store Scraper API examples tab.

Works with MCP

The Actor runs over the Model Context Protocol, so Claude, Claude Code, and Cursor can call it as a tool. Ask your agent "which Instagram scraper has the best 30-day success rate under a cent per result" and it pulls current rows and answers with evidence, no scraping code required.

Pricing

Pay only per Actor returned on Apify's pay-per-event model. No subscription and no upstream key to buy, and the per-result price is set to undercut comparable Store data Actors, so even a full-store sweep costs very little. The live rate is on the Store card.

Honest limits

The output covers only public listing data. Private Actors, unpublished drafts, and internal revenue numbers are not in the store and never appear in the rows. Public stats are plenty for ranking and market research, but they are not a profit and loss statement.

Keywords and Topics

Apify Store scraper, Apify Store API, Actor market intelligence, competitor tracking, scraper reliability data, pricing analysis, web scraping market research, MCP tool for AI agents.