AI Tool Comparison
A side-by-side breakdown to help you pick the right tool for your workflow.
Review Score assesses product quality; Fit Score is specific to a use case. Limited reviews do not establish overall product quality. How reviews work.
Pull structured data from any website using 30,000+ ready-made scrapers and managed proxies, without running your own servers. Now has an MCP server so agents can invoke Actors directly.
Visually build automation workflows across 3,000+ apps, wiring AI models, webhooks, and business tools together without writing code. Native custom AI provider connections now compete directly with Zapier Agents.
Catalog updated: August 2026
Apify and Make both compete in Automation, overlapping most directly on automation.
Choose Apify if…
Best for teams that need to extract data from websites at scale without building and maintaining scrapers in-house, and its edge is a marketplace of 1,000+ pre-built scrapers covering common targets like Amazon listings and LinkedIn data. The most complete scraping infrastructure available, costs add up fast at high usage volume. Lean toward Make instead if a visual canvas showing every step and data transformation in a workflow, not a black-box automation matters more for your use case.
Choose Make if…
Best for technical operations teams who need precise, conditional automation logic that Zapier can't express, and its edge is a visual canvas showing every step and data transformation in a workflow, not a black-box automation. More cost-effective and more powerful than Zapier for complex flows, at the cost of a steeper learning curve. Lean toward Apify instead if a marketplace of 1,000+ pre-built scrapers covering common targets like Amazon listings and LinkedIn data matters more for your use case.
| Attribute | Apify | Make |
|---|---|---|
| Category | Automation | Automation |
| Pricing | freemium | freemium |
| Pricing Detail | Free $0 ($5 monthly usage) / Starter $19/month (includes $19 prepaid usage) / Excess usage and Actor-specific charges apply | Free (1,000 credits/mo) / $12/mo Core / $21/mo Pro / $38/mo Teams |
| TWF Review Score | Not yet reviewed | Not yet reviewed |