Canonical comparison

GramScraper vs PhantomBuster

These are different products. PhantomBuster is a multi-platform workflow automation suite with LinkedIn outreach, lead lists, and scheduled jobs; GramScraper is an Instagram data API you call from your own code.

Quick decision summary

If you need a REST API that returns structured public Instagram JSON inside your own application, evaluate GramScraper. If you need no-code automation across LinkedIn, X, and other platforms — including outreach sequences and lead lists — evaluate PhantomBuster. This is not a like-for-like swap, and neither replaces the other.

Choose PhantomBuster if…

  • You need no-code automation across LinkedIn, X, Instagram, and others.
  • You want scheduled or always-on workflows and outreach sequences.
  • You want the platform to manage browser sessions for you.
  • A monthly subscription ($56+) fits your budget and cadence.

Where GramScraper is honestly weaker

GramScraper is not an automation platform. It does not run scheduled jobs, it does not drive browser sessions, it does not do LinkedIn outreach, and it does not export audience or contact lists. Its scope is public Instagram data (with some documented TikTok routes), returned as JSON. PhantomBuster also publishes many more platform integrations and outbound workflows than GramScraper offers. If your workload is "automate actions across platforms," GramScraper is the wrong tool.

Disclosure: GramScraper publishes this page. PhantomBuster is a separate provider and is the more suitable option for automation and multi-platform workloads. We compare public information, link to the source, and recommend testing both products with representative inputs.

GramScraper and PhantomBuster at a Glance

Public product and pricing details checked September 22, 2026. Vendor sources are linked under “Sources and dates”. PhantomBuster figures are its published USD list prices.
DimensionGramScraperPhantomBuster
What it isAn Instagram data API you call from your own codeA no-code cloud automation suite that runs "Phantoms" on a schedule or on demand
Primary audienceDevelopers and product teams embedding dataSales, growth, and marketing teams running outbound and enrichment
Platform coveragePublic Instagram data as the primary focus, with some documented TikTok routesPublished as 15+ platforms, including LinkedIn, X, Instagram, and Google Maps
Automation & workflowsNone — no schedulers, no outreach, no browser sessionsCore product: 100+ automations, scheduled and always-on workflows, outreach sequences
Lead lists & outreachNot offeredOffered, including LinkedIn outreach and lead-list building
Free evaluation100 creditsFree Trial tier (5 automation slots, 2h execution, 50 email credits, 1k AI credits)
First paid step$9 one-time for 10,000 credits$56 per month (Start tier; $672 billed annually)
Billing modelPrepaid credits, no subscriptionRecurring monthly or annual subscription, metered by execution time and credits
Credit/usage expiryPurchased credits do not expireSubscription allowances are monthly and reset each cycle
Integration styleHTTP GET/POST with a Bearer API key, from any languageREST API plus a web UI, Chrome extension, and MCP server for AI agents
Published Instagram throttlingPer-key rate behaviour documented in the API docs; payload limits vary by operationPublishes per-Phantom daily limits (for example, 100 profiles/day for the Instagram Profile Scraper)
Likely fitDevelopers who want public Instagram JSON in their own applicationTeams that want cross-platform automation and outreach without writing code

The two columns describe different jobs. A developer who only needs Instagram profile or post JSON does not need an automation suite; a growth team running LinkedIn sequences does not need a data API. Confirm which job is actually yours before comparing numbers.

Published Pricing and Commitment

PhantomBuster

$56 / month (Start tier)

  • Free Trial with 5 automation slots and 2h execution time
  • Grow — $128/month (15 slots, 80h/month)
  • Scale — $352/month (50 slots, 300h/month)
  • Annual billing saves 20% ($672/year on Start)
  • Usage meters include execution time, email credits, and AI credits

The pricing models are not equivalent. GramScraper sells prepaid credits that persist; PhantomBuster sells a recurring subscription whose included execution hours and credits reset monthly. A one-time $9 pack and a $56 monthly plan answer different budget questions, so compare total cost for your actual workload rather than the headline figure.

For a wider view of API pricing units, read the Instagram scraping API pricing comparison, and see how API providers compare in five Instagram scraping APIs compared.

Platform Scope and Workflow Fit

When PhantomBuster's breadth matters

PhantomBuster is built for outbound and enrichment work: sourcing leads, enriching profiles, running LinkedIn or Instagram sequences, and scheduling jobs that keep running without you. It also ships a Chrome extension and an MCP server for AI agents. If your requirement mentions "automate", "schedule", "outreach", or several non-Instagram platforms, that is PhantomBuster's territory, not GramScraper's.

Its own documentation publishes per-Phantom limits, for example a daily cap on profiles scraped by its Instagram Profile Scraper. Read those limits before assuming a given volume is achievable on a specific tier.

When GramScraper's API model matters

GramScraper returns public Instagram data as JSON from a documented HTTP API, so you can call it from a backend service, a script, or a data pipeline without adopting a workflow product. The $9 Starter pack keeps the first paid step small, and non-expiring credits suit workloads that pause and resume.

That is the whole scope. GramScraper does not run jobs for you and does not offer outreach. Use the current documentation to confirm operation availability and credit cost, then test real public profiles, posts, and comments that resemble production.

Verified Request Examples (curl and Node.js)

Both services expose an HTTP API. The examples below use each provider's documented path and header convention. Neither request sends a credential here, and each returns 401 unauthenticated — confirming the endpoints resolve. Response schemas should still be evaluated separately.

GramScraper · cURL
curl \
  "https://gramscraper.com/api/instagram/v1/user/by/username?username=natgeo" \
  -H "Authorization: Bearer gs_your_key"
GramScraper · Node.js
const res = await fetch(
  'https://gramscraper.com/api/instagram/v1/user/by/username?username=natgeo',
  { headers: { Authorization: `Bearer ${process.env.GRAMSCRAPER_API_KEY}` } }
);
const profile = await res.json();
console.log(profile);
PhantomBuster · cURL
curl -X POST \
  "https://api.phantombuster.com/api/v2/agents/launch" \
  -H "X-Phantombuster-Key: YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"id":""}'
PhantomBuster · Node.js
const res = await fetch(
  'https://api.phantombuster.com/api/v2/agents/launch',
  {
    method: 'POST',
    headers: {
      'X-Phantombuster-Key': process.env.PHANTOMBUSTER_API_KEY,
      'Content-Type': 'application/json'
    },
    body: JSON.stringify({ id: process.env.PHANTOMBUSTER_AGENT_ID })
  }
);
const launch = await res.json();
console.log(launch);

Note the shape difference: GramScraper returns the data in the response to a read call; PhantomBuster launches an automation (an agent) that runs and produces output. If your application needs the data synchronously in a request/response cycle, that difference matters more than price.

Which Should You Evaluate?

Evaluate PhantomBuster when…

  • You need cross-platform automation, not a single API.
  • Scheduled or always-on workflows are required.
  • LinkedIn outreach and lead lists are in scope.
  • A monthly subscription fits your team and cadence.

A practical evaluation sequence

  1. Write down whether the job is "fetch data" or "automate actions".
  2. For a data job, run representative public Instagram inputs on the free GramScraper credits.
  3. Record fields returned, pagination, errors, and credits consumed.
  4. Project monthly cost using each provider's actual billing rule.
  5. Recheck live pricing before purchasing a production balance.

Comparing other vendors too? See GramScraper vs ScrapeCreators, GramScraper vs Apify, GramScraper vs Bright Data, and the Proxycurl migration guide.

Sources and dates

Every third-party figure on this page was read from the provider's own public pages on the date shown. Third-party pricing and features can change; recheck before purchasing.

Test GramScraper with 100 free credits

Run representative public Instagram inputs and inspect the JSON before choosing a paid pack — then continue from $9 for 10,000 non-expiring credits.

Start free

Review current pricing, API docs, or the playground.