Apify: Web Data Extraction & Automation
Ready-made Actors and custom tools
Apify is a platform and marketplace for web-data collection and automation tools called Actors. Its homepage includes ready-made tools for business listings, social posts, retail data, and website content. The catalog contains both Apify-published Actors and tools from other developers, so inspect an Actor's publisher and documented behavior rather than treating every listing as the same product.
The Website Content Crawler is described as extracting website text for AI models, vector databases, and retrieval-based applications. Other featured Actors collect platform-specific information. Their accepted inputs, returned fields, and limits depend on the selected Actor.
Developers can also build and deploy their own Actors. The homepage lists Python and JavaScript tooling, code templates, and cloud execution, alongside monitoring and data-processing services.
Runs, outputs, and agent connections
Featured Actor descriptions advertise exports, APIs, scheduled runs, and integrations. Apify also presents MCP, CLI, and skills connections for AI agents. These are ways to access or orchestrate tools, not a guarantee that every Actor is appropriate for every agent request.
The practical evaluation unit is a specific Actor and task. Use permitted source material, specify a small input set, and compare the returned data with the original pages. Public availability does not by itself establish permission for every use of collected information, particularly personal records.
A marketplace rating, usage counter, or broad homepage claim is not independent verification of extraction accuracy. Repeated runs can incur costs even when a website changes or a request needs retries.
Platform usage and Actor pricing
The captured pricing page distinguishes pay-per-event Actors from pay-per-usage Actors. Event-based pricing may include platform usage or charge for it separately; usage-based costs can include compute, proxies, storage, and data transfer. Reading a completed run's dataset can also count toward usage.
The free plan includes a monthly prepaid usage amount and limits. Paid plans combine prepaid usage with potential overage. Unused usage credits expire at the end of the billing cycle; they are not an indefinitely accumulating balance.
Do not convert a plan's included amount into a fixed number of records without checking the selected Actor's pricing and resource use. A small test run and its billing record provide a better estimate for a particular workload. This source review has not run an Actor, verified a collected dataset, or independently audited the platform's security and compliance claims.