Apify pricing: what’s included in Starter ($29/mo) vs Scale ($199/mo) vs Business ($999/mo), and when should I upgrade?

Most teams hit Apify’s pricing page with the same question: what do I really get at $29, $199, or $999 per month—and how do I know when it’s time to upgrade? As someone who’s migrated a homegrown crawler stack onto Apify and then grown usage from hobby to enterprise, I’ll walk you through how Starter, Scale, and Business actually feel in day‑to‑day use.

Quick Answer: Starter is for getting serious with 1–3 projects and low‑to‑moderate traffic. Scale is for production pipelines where uptime, higher limits, and team workflows matter. Business is for org‑wide web data and AI workloads that need enterprise guarantees, SSO, and tailored support.

The Quick Overview

What It Is: A tiered subscription model for running Actors (scrapers and automations) on Apify’s managed infra—covering platform credits, concurrency, support, and enterprise features.
Who It Is For: Developers, data teams, and companies that need reliable, monitored web data pipelines without running their own scraping infrastructure.
Core Problem Solved: You don’t want to own proxies, unblocking, cloud execution, scheduling, monitoring, and billing logic just to keep your scrapers alive.

In this explainer I’ll focus on how each plan changes what you can run, how safely you can scale, and what you get operationally (support, governance, and SLAs).

How Apify pricing works at a high level

Apify pricing is built around a few key concepts:

Subscription plan → Starter / Scale / Business
Platform credits → Pay for compute, storage, proxies, and Actor runs
Usage‑based billing → Some Store Actors have per‑unit prices (e.g., $0.30 / 1,000 reviews) on top of your platform usage
Limits and features → Concurrency, team seats, private Actors, support, and enterprise options differ by plan

Operationally, your workflow looks like this:

Pick or build Actors
- Choose ready‑made Actors in the Apify Store (e.g., Yelp Reviews Scraper, Similarweb Scraper, Website Content Crawler).
- Or build your own using Node.js, Python, or Crawlee (with Playwright, Puppeteer, or Selenium under the hood).
Run, schedule, and integrate
- Configure Actor input, run it once in the Apify Console, then:
  - Schedule it on a cron,
  - Call it via Apify API from your app, or
  - Trigger it from tools like Zapier, Airbyte, or your MCP client.
Pay for what you actually use
- Each run consumes platform resources (compute time, storage, proxies).
- Your plan gives you a base pool of credits and features; high‑volume or premium Actors may also charge per unit (e.g., per 1,000 reviews).

Starter, Scale, and Business differ mainly in how far you can push those three phases before you hit friction.

Starter ($29/month): When you’re getting serious but not yet “production everywhere”

Starter is the stepping stone from experimentation to “we rely on this data weekly.” It’s what I recommend when:

You have 1–3 important scrapers or automations.
They run daily or hourly, not thousands of times per day.
A short outage is annoying but not a 3am‑pager.

What’s typically included in Starter

Exact numbers can change, so always check the live pricing page—but Starter usually gives you:

A reasonable pool of platform credits to:
- Run several medium‑weight Actors (e.g., website crawlers with JS rendering) on a regular schedule.
- Use Store Actors like Yelp Reviews Scraper or Similarweb Scraper in modest volume.
Core platform features:
- Run Actors via UI, API, and CLI.
- Schedule jobs and monitor logs.
- Export datasets as JSON, CSV, Excel, or via the Apify API.
Basic team capability:
- Limited users/project sharing (fine for a small team or single developer).
Standard support:
- Access to docs, Discord community (~11,500 members), and issue reporting on Actors.

When Starter works well

Early product validation
- Scraping 100–10,000 items per day to validate an idea (price intelligence, content monitoring, SEO tracking).
Single data pipeline feeding AI
- Using Website Content Crawler nightly to fill a vector DB (e.g., Pinecone) for a small RAG app.
Solo or small team
- One or two devs owning the scraping/automation work.

Signs you’re outgrowing Starter

You should consider upgrading from Starter to Scale when:

You hit resource or concurrency limits
- Jobs start queueing because you’re running multiple Actors at once.
- Daily usage is approaching or exceeding your monthly credits regularly.
You’re feeding a production system
- Your app or workflows depend on fresh data hourly or better.
- You’re wiring Apify datasets into downstream systems (data warehouse, CRM, LLM) with no manual backstop.
More people need access
- Product, data, or ops teams are asking for their own scrapers or dashboards.
- You want clearer separation of environments (staging vs production) and permissions.

Scale ($199/month): When Apify becomes a production data pipeline

Scale is the “I’m operating a real web data system” tier. It’s for when Apify Actors are behind dashboards, revenue decisions, or customer‑facing features.

What Scale typically adds on top of Starter

Again, check the live pricing page for precise numbers, but conceptually, Scale gives you:

Much higher platform credits
- Enough to run multiple resource‑heavy Actors (Playwright/JS‑heavy sites) at higher frequencies.
- Comfortable room for:
  - High‑volume product‑catalog scrapes,
  - Social media monitoring,
  - Continuous SEO and competitive intelligence jobs.
Higher concurrency and priority
- More simultaneous Actor runs.
- Less queueing during peak times.
Better collaboration and control
- More team members,
- Stronger access controls and project organization.
- Easier management of internal private Actors vs public Store Actors.
Enhanced support
- Faster responses and more guidance when something breaks.
- This matters when websites change their HTML or blocking rules.
More integration‑friendly usage
- At Scale, it’s realistic to have:
  - One Actor feeding Google Sheets via integration,
  - Another syncing data into a DWH via Airbyte,
  - A third pushing cleaned text into a vector DB like Pinecone for RAG.

When Scale is the right choice

Production AI and analytics pipelines
- You’re crawling websites with Website Content Crawler to feed LLM apps or dashboards.
- You’re using multiple Store Actors (e.g., Yelp, Google Maps, Similarweb) in combination.
High‑frequency jobs
- Multiple Actors running each 5–15 minutes.
- Near‑real‑time monitoring of prices, inventory, or reviews.
Multiple stakeholders
- Data, product, and growth teams all depend on fresh web data.
- You maintain several internal Actors for different domains or business lines.

When you should jump from Scale to Business

You should consider upgrading from Scale to Business when:

Data is now “mission critical” at an org level
- Apify is powering core features or decisions across departments.
- An outage would impact revenue, customers, or compliance tasks.
You need enterprise guarantees
- Procurement is asking about SOC 2, GDPR, CCPA.
- Leadership wants SLAs and clear uptime commitments (Apify runs at 99.95% uptime).
Security and governance requirements
- You need SSO, user provisioning, audit logs.
- You want separate environments and/or multiple accounts under a single contract.
You’d rather outsource custom build & maintenance
- You want Apify Professional Services to design, implement, and maintain complex scraping solutions for you.
- You don’t want your own engineers on the hook for keeping crawlers unblocked.

Business ($999/month and up): For enterprise‑grade, org‑wide web data

Business is the plan for organisations that treat web data like any other critical data source—governed, monitored, and purchased with standard enterprise procurement.

What Business typically includes beyond Scale

Actual entitlements depend on your contract, but Business generally brings:

Enterprise‑level resources
- Large or custom pools of platform credits.
- High or custom concurrency limits.
- The ability to support heavy, multi‑region crawling.
Enterprise‑grade reliability and compliance
- 99.95% uptime.
- SOC2, GDPR, and CCPA compliant operations.
- Contractual SLAs.
Security and identity features
- SSO / SAML, centralized identity management.
- Role‑based access and possibly audit trails for Actor usage.
Professional Services
- Apify experts can:
  - Build and maintain bespoke Actors for your target sites,
  - Handle proxies, unblocking, and change management,
  - Monitor and fix breaks proactively.
Dedicated support & success
- Named contacts, faster escalation paths.
- Help with architecture, scaling strategy, and cost optimization.

When Business is clearly the right fit

Global tech / enterprise companies
- You’re in the same cohort as teams at T‑Mobile, Accenture, Microsoft, Intercom, Groupon, or the European Commission using Apify at scale.
Regulated industries
- Legal, compliance, and security require audited vendors and formal agreements.
Org‑wide footprint
- Multiple departments are building on Apify (marketing, data science, product, ops).
- You want standardized patterns for internal Actors and governance.

Features & Benefits Breakdown

Here’s a conceptual breakdown of how plan tiers map to capabilities. Always verify exact limits and features on the live pricing page.

Core Feature	What It Does	Primary Benefit
Platform credits & concurrency	Set how much compute/proxy capacity you can use at once	Controls how many Actors you can run, how often, and how fast your data arrives
Team & project controls	Manage users, sharing, and project separation	Lets growing teams collaborate without stepping on each other
Support & response times	Help from Apify team and community	Faster resolution when sites change HTML or blocking patterns
Enterprise security & compliance	SSO, SOC2, GDPR/CCPA, SLAs, governance features	Makes Apify acceptable for infosec and procurement in large organisations

You can think of Starter as a solid single‑team setup, Scale as a multi‑pipeline production tier, and Business as a company‑wide data platform agreement with governance.

Ideal Use Cases by Plan

Best for Starter ($29/mo):
Small teams or individual developers building 1–3 core scrapers or AI data feeds where:
- You’re validating ideas or running non‑critical workflows.
- Occasional manual intervention is acceptable.
- Budget is tight but you need more than the free tier.
Best for Scale ($199/mo):
Product and data teams running production‑grade pipelines such as:
- Continuous competitive intelligence (prices, inventory, content).
- High‑volume review or listing collection (e.g., using Yelp Reviews Scraper).
- Regular website crawling to keep an LLM’s vector store up‑to‑date.
Best for Business ($999/mo+):
Enterprises that need org‑wide, governed web data access:
- Dozens of internal Actors across departments.
- Strong security/compliance posture and contractual uptime.
- A combination of Store Actors, custom Actors, and Professional Services.

Limitations & Considerations

Plan details can change:
Pricing, limits, and feature allocations can evolve. Always confirm specifics on the Apify pricing page or with sales before you make a long‑term bet.
Usage patterns matter more than labels:
Don’t decide on Starter vs Scale vs Business purely by company size. A small startup with a mission‑critical, high‑frequency scraper might belong on Scale, while a large company piloting a single non‑critical crawler might start on Starter.
Store Actor pricing is separate from platform plan:
Actors like Yelp Reviews Scraper or Similarweb Scraper often have per‑unit pricing (e.g., $0.30 / 1,000 reviews, $19/month + usage). Factor that into your total cost—not just the base plan.
Free tier vs Starter:
There is typically a free tier with limited credits. It’s great for smoke‑tests and learning, but if you’re running recurring jobs, expect to hit ceilings and need Starter or higher.

Pricing & Plans (how to think about them)

Apify’s paid plans are structured roughly as:

Starter – $29/month:
Best for individuals and small teams needing:
- Stable execution for a few key projects,
- Light scheduling,
- Access to Store Actors without worrying about infra.
Scale – $199/month:
Best for teams running multiple production pipelines needing:
- Higher usage and concurrency,
- Team workflows and stronger support,
- Data feeding downstream tools (DWHs, CRMs, vector DBs, dashboards).
Business – from $999/month:
Best for larger organisations needing:
- Enterprise compliance and security,
- Uptime guarantees,
- Dedicated support and optional Professional Services.

If you’re not sure which bucket your workloads fit into, one practical approach is:

Start with Starter if:
- You’re not yet running critical workloads,
- Monthly credit needs seem modest,
- You’re still discovering which Actors you’ll rely on.
Move to Scale once:
- You’re running multiple scheduled jobs,
- Data feeds a production system,
- You find yourself monitoring usage closely or bumping into limits.
Talk to sales about Business when:
- Security/procurement is involved,
- You need a custom agreement, SSO, or SLAs,
- Multiple teams are standardizing on Apify as shared infra.

Frequently Asked Questions

How do I know if Starter is enough or if I should go straight to Scale?

Short Answer: If your workloads aren’t yet mission‑critical and you only have a handful of Actors, start with Starter. Upgrade to Scale once you’re running several scheduled jobs that a product or team depends on.

Details:
Starter is built for “serious testing and early production.” It will handle a few daily/hourly jobs, including JS‑rendered sites. Once you:

Run multiple Actors on tight schedules,
Feed core dashboards or AI pipelines,
Notice that credits or concurrency are a bottleneck,

then Scale becomes the safer default. It reduces operational friction (fewer queued runs, more room to grow) and gives you better support when websites change.

When is Business worth it instead of just a big Scale plan?

Short Answer: Business is worth it when Apify becomes a strategic vendor—security, compliance, and uptime guarantees matter as much as raw capacity.

Details:
If all decisions still happen within a small technical team and nobody’s asking for SLAs or SSO, Scale usually suffices. Business becomes necessary when:

Security asks for SOC2 reports and DPA/GDPR details.
Legal/procurement need a formal contract and vendor review.
Multiple departments are using Apify and you want governance, SSO, and support that match the rest of your SaaS stack.

The move to Business is less about “we need more credits” and more about “we need the same enterprise posture from Apify as we do from our other core SaaS providers.”

Summary

Apify pricing scales with how seriously your organisation treats web data:

Starter ($29/mo) lets you move beyond experiments and run a few important scrapers or AI data feeds reliably, without owning any infrastructure.
Scale ($199/mo) turns Apify into a production‑grade data pipeline platform—multiple Actors, higher frequencies, and better support for teams that depend on fresh web data.
Business ($999/mo+) makes Apify an enterprise data partner, with compliance, uptime, SSO, and Professional Services for complex or high‑risk workloads.

Choose the lowest plan that comfortably supports your current workloads and upgrade once you see clear signals: hitting limits, feeding production systems, or facing enterprise procurement requirements.

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