ScrapIn vs PhantomBuster 2026: LinkedIn API vs No-Code

ScrapIn's pay-as-you-go plan starts at $500 in credits before you pull a single profile. PhantomBuster's Starter plan is $69/mo. That gap tells you almost everything about who each tool is built for: ScrapIn is a LinkedIn data API for developers, PhantomBuster is a no-code automation layer for outbound teams.

ScrapIn vs PhantomBuster 2026: pricing and feature comparison

ScrapIn sells structured LinkedIn profile and company data through an API with no free tier past a paid trial. PhantomBuster sells pre-built "Phantoms" that run inside your own LinkedIn session for scraping and outreach, starting under $70/mo. Here's how the two stack up on the numbers that matter.

Attribute	ScrapIn	PhantomBuster
Product type	LinkedIn data API	No-code browser automation ("Phantoms")
Entry price	$30 for a 7-day paid trial	$69/mo (Starter, 20 execution hours/mo)
Mid-tier plan	Pay-as-you-go from $500 in credits, 12-month validity	$159/mo (Pro, 80 execution hours/mo, 30,000 AI credits)
Top plan	Custom-priced Enterprise annual contract	$439/mo (Team, 300 execution hours/mo, 10,000 email credits)
Data access method	Direct API calls, cookie-free, per Reverse Contact's docs	Automated actions inside your logged-in LinkedIn session
Best for	Engineering teams building enrichment into a product	Sales and growth teams automating outreach without code

How much does ScrapIn cost compared to PhantomBuster in 2026?

ScrapIn's cheapest option is a $30, 7-day trial; real usage starts at $500 in prepaid credits valid for 12 months, per ScrapIn's pricing page. PhantomBuster starts at $69/mo for 20 execution hours and scales to $439/mo for 300 hours plus 10,000 email credits. For a small team testing LinkedIn data pulls, PhantomBuster is the cheaper door in.

What can ScrapIn pull that PhantomBuster can't?

ScrapIn is built around structured enrichment and search endpoints you call directly from code, plus dataset delivery to S3, GCP, or Snowflake for bulk jobs, per ScrapIn's product pages. PhantomBuster's LinkedIn Phantoms (Profile Scraper, Sales Navigator Search Export, Auto Connect, message sequences) are built to be clicked into a workflow, not wired into your own app.

• ScrapIn: real-time API responses under 2 seconds, 98.8% uptime, per ScrapIn's homepage
• ScrapIn: SDK, Zapier, and n8n integrations for developers who want to skip raw API calls
• PhantomBuster: pre-built LinkedIn, Sales Navigator, and Instagram automations with no code required
• PhantomBuster: execution-hour billing, so heavier scraping jobs eat into the plan faster than API-credit billing does

If you're building a product that needs LinkedIn data as an input, ScrapIn is the closer fit. If you're a one- or two-person growth team trying to automate connection requests and exports this week, PhantomBuster gets you there faster.

Does PhantomBuster put your LinkedIn account at more risk than ScrapIn?

Yes, structurally. PhantomBuster runs Phantoms through your own logged-in LinkedIn session, which means every scrape or auto-connect action is tied to your account's activity pattern. ScrapIn pulls publicly visible profile and company data through its own infrastructure, without touching your LinkedIn login, per ScrapIn's OSINT-based approach described on its site. Neither approach is risk-free, but session-based automation is the one that can get an individual account flagged.

ScrapIn or PhantomBuster: which one should you actually use?

Here's the honest take: most teams asking "ScrapIn vs PhantomBuster" are really asking two different questions in the same breath. If the question is "how do I get LinkedIn data into my own product or CRM," ScrapIn's API model is the right shape, even at a $500 entry cost. If the question is "how do I automate outreach without an engineer," PhantomBuster's Phantoms are cheaper and faster to set up. Don't buy ScrapIn to save a growth hacker a few clicks, and don't buy PhantomBuster expecting production-grade reliability for a data pipeline. Tools like Apollo.io and Clay sit in between, bundling data and workflow, but neither replaces a purpose-built scraper for one specific job.

Frequently asked questions

Is ScrapIn only for LinkedIn data, or does it cover other sources?

ScrapIn's core product is LinkedIn profile and company data, delivered through structured API endpoints, though it also aggregates some public professional data beyond LinkedIn itself, per its own product description.

Can PhantomBuster replace an API like ScrapIn for a SaaS product?

Not cleanly. PhantomBuster's Phantoms are built to run scheduled browser automations, not to serve as a reliable backend API for a product other people depend on. If you need programmatic, on-demand calls, ScrapIn's API model fits better.

Does ScrapIn require a LinkedIn login to work?

No. ScrapIn pulls publicly available data through its own infrastructure rather than logging into LinkedIn on your behalf, which is different from PhantomBuster's session-based Phantoms.

Which tool is cheaper for a small team just getting started?

PhantomBuster, by a wide margin. Its $69/mo Starter plan is far below ScrapIn's $500 pay-as-you-go floor, though ScrapIn does offer a $30, 7-day trial to test the API first.

Either way, LinkedIn data is only half the job. Turning it into replies takes verified emails, sequencing, and infrastructure that doesn't get your domain flagged. If you'd rather not stitch that together yourself, that's the execution layer Modern Inbound runs for clients. See how Modern Inbound's setup service works.

By Rishabh Ambasta, Founder, Modern Inbound.