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CleanJobData vs Apify Job Scrapers — Scraping Job Boards or Using an API?

Competitor details last checked . Prices, limits and terms change, so confirm on Apify job scrapers's site before you decide.

Apify is a platform for running web scrapers called actors, and its store lists many community-built actors for job sites including LinkedIn, Indeed and Glassdoor. You pay per result or for platform usage and get raw data scraped from the target site on demand. CleanJobData is a maintained REST API over employer ATS and career-site data. The trade-off is control against upkeep: an actor lets you scrape almost any site, but every actor has its own owner and schema, and you take on the consequences if the target site changes or objects to scraping.

Why CleanJobData vs Apify job scrapers

Feature Comparison

FeatureCleanJobDataApify job scrapers
How it worksQuery a maintained REST APIRun community-built actors that scrape target sites on demand
PricingFree Trial; $97/mo Starter; $297/mo ProApify plans: Free ($5 monthly credits), Starter $19/mo, Scale $199/mo, Business $999/mo; actors often charge per result
Example actor pricingNo per-result chargeA LinkedIn jobs actor listed at $1.00 per 1,000 results; an Indeed actor at $3.00 per 1,000 job listings
SchemaOne normalized schema for every employerDepends on the actor; each has its own output fields
MaintenanceWe maintain the integrationsThe actor's author maintains it; one actor's page notes a LinkedIn change in August 2026 that restricted available filters
Legal responsibilityData licensed under our published termsApify's terms say you must only process data you are authorized to access, and you are responsible for claims if you extract data from unauthorized sources

Pricing Comparison

PlanCleanJobDataApify job scrapers
Free300 req/day — no cardApify Free: $5 monthly platform credits
Starter$97/mo — 50,000 requestsApify Starter: $19/mo plus per-result actor fees
Pro$297/mo — 200,000 requestsApify Scale: $199/mo plus per-result actor fees

Verdict

Apify is useful for one-off research, or when you need a specific site that no API covers and you accept the maintenance and legal risk. For a product that depends on job data day after day, a maintained API with a consistent schema and published terms is a steadier foundation. We haven't reviewed each actor's terms or the terms of the sites they scrape, so check those before relying on any actor.

Frequently Asked Questions

How much do Apify job scrapers cost?

Apify's own plans start with a free tier with $5 monthly credits, Starter at $19 per month, Scale at $199 and Business at $999. Many actors also charge per result; a LinkedIn jobs actor listed $1.00 per 1,000 results and an Indeed actor $3.00 per 1,000 job listings. We saw these in October 2026 and they change.

Is scraping LinkedIn or Indeed with Apify allowed?

Apify's terms put responsibility on you: you must only process data you are authorized to access and in compliance with applicable laws, and you are responsible for third-party claims if you extract data from unauthorized sources. We haven't reviewed the target sites' terms. Get legal advice before relying on scraped job-board data in a product.

What data do Apify job actors return?

It depends on the actor. One popular LinkedIn jobs actor lists job ID, title, company details, location, salary, description, applicant count, seniority and employment type. Another Indeed actor lists title, description, company name, location, salary, a posting timestamp and an external apply link. There is no shared schema between actors.

Does CleanJobData scrape LinkedIn or Indeed?

No. CleanJobData sources from employer ATS platforms and company career sites. It does not ingest LinkedIn, Indeed or other job boards.

What does a CleanJobData query look like?

GET https://api.cleanjobdata.com/jobs?title=engineer&remote=true with an Authorization: Bearer header. Responses are JSON with structured location, salary, experience level and company data. See the docs for the full filter list.