How to choose the best social media data API in 2026

There is no single best social media data API. Pick the one that covers every platform you need, returns the same JSON shape for all of them and doesn't bill you for failed requests. After that, check caching, credit expiry and AI-agent tooling, and only then compare prices.

If you need LinkedIn, Reddit or Threads, Scrape Everything isn't your answer today, and this post says who is.

Competitor facts come from each provider's pricing page, as of Oct 22, 2026, and may change. We run Scrape Everything, one of the services below, and we say where others fit better.

Last updated: October 22, 2026.

Raw prices live in social media scraping API pricing compared. This post covers the questions I'd ask any provider first, ours included.

Which kind of provider fits my team?#

Product names are trademarks of their owners; we are not affiliated with them. Figures from each vendor's public pricing page, verified October 22, 2026. Spot an error? Email [email protected] and we correct it.

The comparison hub has one page per competitor, each with a "choose them if" list.

What is a social media data API?#

A social media data API is a web service that returns public data from social platforms (profiles, posts, videos, comments, follower counts) as structured JSON over HTTP, so you don't have to run browsers, proxies or parsers yourself.

"Social media API" covers four different products. Publishing APIs post and schedule content. Consent-based APIs read accounts whose owners connected them. Official APIs are run by the platforms. Public-data APIs read what a logged-out visitor can see. This post is about the last kind; if you want to schedule posts, you're on the wrong page.

A public social media data API never logs in and never returns private accounts or DMs. On ours, a private Instagram profile returns only its public fields (hidden counts come back as null), and a private post returns a PRIVATE_ACCOUNT error. Scrape Everything is not affiliated with any platform.

Why not just use the official API?#

For your own brand's accounts, you should. The Instagram Platform and the YouTube Data API give authorized, first-party access, mostly to accounts you manage.

The trouble starts with accounts you don't own. Meta retired the older Instagram Basic Display API, and Instagram's Graph API is built around professional accounts that authorized your app. YouTube's Data API has a default quota of 10,000 units per day, with different costs per operation. And each official API has its own auth and schema, so nine platforms means nine integrations. We walk through the Instagram case in Instagram Graph API vs scraper API.

What should you ask before buying a social media data API?#

1. Coverage: does it have every platform you need, today, not "on the roadmap"?
2. Data shape: is the response envelope the same across platforms?
3. Sync vs jobs: do you get JSON in the same HTTP response, or start a job and poll?
4. Failures: are failed requests charged?
5. Caching: is a repeat read of the same profile free?
6. Expiry: do credits or allowances expire or reset?
7. Agent tooling: is there an MCP server, CLI or workflow node, and an OpenAPI spec?

Price is number eight on purpose. A cheap credit that's charged for failures and expires in 30 days isn't cheap.

Which platforms does a social media data API need to cover?#

Start from your workload, not the vendor's platform count. A "38+ APIs" headline is useless if your one platform is missing.

Scrape Everything covers 9 platforms: Instagram, TikTok, X, YouTube, Facebook, Telegram, Spotify, Pinterest and Twitch. The full endpoint list with credit costs is on the scrapers page, and each platform has its own hub, for example TikTok.

What each provider lists:

ScrapeCreators lists 38+ APIs and names LinkedIn, Reddit, Threads, Facebook, Pinterest and Truth Social among them, so check their docs for the rest. SociaVault lists 25+ platforms and services, Data365 up to 7 networks on custom plans.

My opinion: if LinkedIn is on your list, pick a provider that has it instead of adding a second vendor for one platform. Our pages on ScrapeCreators, EnsembleData and Data365 say when they're the better pick.

Does the response look the same on every platform?#

Nobody puts this on a pricing page. It's also the one that eats your week.

A multi-platform social media API is only one integration if every endpoint shares the same envelope, error format and auth. Field names differ where platforms differ (YouTube has subscriber_count, Instagram follower_count), but success, data, the error code and billing info should never move.

Here's a TikTok profile request against our API:

curl -X POST https://api.scrapeeverything.com/v1/tiktok/profile \
  -H "Authorization: Bearer $SCRAPEEVERYTHING_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"username": "example_user"}'

The trimmed response, with values swapped for placeholders (field names are the real schema):

{
  "success": true,
  "data": {
    "user_id": "7000000000000000000",
    "username": "example_user",
    "full_name": "Example User",
    "is_verified": false,
    "is_private": false,
    "follower_count": 12345,
    "following_count": 210,
    "like_count": 98000,
    "video_count": 87,
    "region": "US"
  },
  "meta": {
    "request_id": "req_...",
    "scraper": "tiktok.profile",
    "cached": false,
    "credits_charged": 1,
    "credits_remaining": 99
  }
}

Swap tiktok/profile for twitch/channel or pinterest/profile and the envelope stays put. Errors look like this on every endpoint: {"success": false, "message": "User not found", "code": "NOT_FOUND", ...}. That's why one Python function can handle three platforms:

import os
import requests

API = "https://api.scrapeeverything.com/v1"
HEADERS = {"Authorization": f"Bearer {os.environ['SCRAPEEVERYTHING_API_KEY']}"}

def fetch(platform: str, action: str, **body) -> dict:
    # 90 s because we may retry through other proxies for up to a minute
    res = requests.post(f"{API}/{platform}/{action}", json=body, headers=HEADERS, timeout=90)
    payload = res.json()
    if not payload["success"]:
        # Same error shape on every platform: stable `code`, human `message`
        raise RuntimeError(f"{res.status_code} {payload['code']}: {payload['message']}")
    return payload["data"]

x = fetch("x", "profile", username="example_user")
twitch = fetch("twitch", "channel", username="example_user")
pins = fetch("pinterest", "profile", username="example_user", cache_days=7)

print(x["follower_count"], twitch["follower_count"], pins["pin_count"])

You can run this with the 100 free credits you get at signup.

When you trial any vendor, do the same thing: call two platforms and diff the top-level keys. If you're writing a different parser per platform, you're buying several APIs under one invoice.

Do I get results instantly or do I have to poll a job?#

With synchronous JSON, one HTTP request returns the data in the response body. Call it from a backend, an n8n workflow or an AI agent and the answer arrives with the response. Scrape Everything works this way.

With job-based or Actor platforms, you start a run, wait, then read results from a dataset or a callback. Apify is a well-known example: its social media scrapers are Actors in a store, many built by third parties and each priced separately. You get enormous range, scheduling and storage, plus more moving parts and schemas that vary between Actors.

My rule: if a person or an agent is waiting on the answer, go synchronous. Crawling big lists overnight? A job model is fine.

How do social media data APIs bill: packs, subscriptions or daily units?#

Numbers below are from each provider's pricing page, as of Oct 22, 2026, and may change.

These are list prices. A credit, a unit and a record aren't the same thing, so don't divide one column by another.

The real difference is who eats unused capacity. With a daily allowance, a quiet Tuesday is money gone. With packs that never expire, a quiet month costs nothing. Steady volume can justify a subscription; bursty work (campaign launches, an agent that runs only when asked) usually favors packs.

Our packs: Builder $39 for 25,000 ($1.56 per 1k), Growth $119 for 100,000 ($1.19 per 1k) and Scale $449 for 500,000 ($0.90 per 1k). Most endpoints cost 1 credit; some feed and search endpoints cost 2 or 3. Payment is crypto only, through our payment provider 2328 (how it works). If your procurement team can't pay in crypto, find out before you build. Details are on the pricing page.

What does it cost to track 500 accounts a day?#

A dashboard refreshing 500 public profiles once a day, on 1-credit profile endpoints:

For the first row you'd buy one Builder pack ($39, 25,000 credits) and carry the spare 10,000 credits forward, since they never expire. The second row assumes about one live fetch per profile every three days, with reads in between served free from cache. The catch: numbers can be up to three days old.

EnsembleData's $100 plan gives 1,500 units per day. We can't tell you how many units a lookup costs there, so we won't pretend to compare. Plug your own workload into the pricing calculator.

Why do failed requests change the real cost?#

Platforms block automated traffic, so every provider has failures. Who pays for them?

On Scrape Everything, failures on the platform's side or ours are refunded automatically. That covers TARGET_BLOCKED, PARSE_ERROR, TIMEOUT, proxy, capacity and internal errors (500, 502, 503, 504). A NOT_FOUND or PRIVATE_ACCOUNT (404) is a real answer and is charged, so don't retry it in a loop. Retry 429 after the reset time and 5xx with exponential backoff. Full table: error docs.

We couldn't find a policy for the "not stated" rows, so ask them before you sign.

On caching: add "cache_days": 3 to a request body and anything we fetched for your account in the last 3 days comes back for 0 credits, with meta.cached: true. Your cache is private to your account. Details are in the caching docs.

Is it legal to use a social media data API?#

We return only data visible without logging in. You stay responsible for how you use it under platform terms and laws like GDPR, especially when the data is about people. Not legal advice; the longer version is is scraping public social media data legal?

Can AI agents call a social media data API directly?#

Yes, if the provider ships the tooling. Ours:

• An MCP server, @scrapeeverything/mcp on npm, listed in the official MCP Registry, with one tool per endpoint. The Model Context Protocol is the open standard Claude, Cursor, VS Code and Windsurf use to call external tools.
• A CLI: npx scrapeeverything runs every endpoint from a terminal, with JSON output for jq.
• An n8n community node, n8n-nodes-scrapeeverything, which also works as a tool for n8n AI Agent nodes.
• Agent Skills (influencer vetting, competitor audits, transcript notes) at github.com/scrapeeverything/skills.
• An OpenAPI spec at https://scrapeeverything.com/openapi.json for generating a typed client.

The MCP setup for Claude Desktop:

{
  "mcpServers": {
    "scrapeeverything": {
      "command": "npx",
      "args": ["-y", "@scrapeeverything/mcp"],
      "env": { "SCRAPEEVERYTHING_API_KEY": "ssk_live_..." }
    }
  }
}

And from a terminal:

npx scrapeeverything tiktok profile --username example_user --fields username,follower_count --output json

Other clients are on the MCP integration page. Several vendors, including ScrapeCreators, Apify and Bright Data, offer MCP servers; check each vendor's docs.

How do I try Scrape Everything?#

1. Get 100 free credits. Sign in with Google or GitHub; no payment details needed.
2. Create an API key and store it as SCRAPEEVERYTHING_API_KEY.
3. Run the cURL request above against a public account you care about.
4. Call a second platform and compare the envelopes yourself.

No code yet? Try the homepage demo or the 5 free tools, no signup needed.

FAQ#

What is the best social media API in 2026?

There isn't one for everyone. Pick the provider that covers your platforms, returns one consistent JSON shape, refunds failed requests and fits your billing pattern. For Instagram, TikTok, X, YouTube, Facebook, Telegram, Spotify, Pinterest and Twitch, Scrape Everything fits. For LinkedIn, Reddit or Threads, use a provider that covers them.

Is the data real-time?

On Scrape Everything, yes by default: every request fetches the page when you call it. You get a stored result only if you send cache_days, and the response says cached: true when it's served from cache.

Can I get historical data or old posts?

You get what's on the public page at request time: current counts, and the posts and comments the platform still shows. We don't sell archives. For pre-collected history, Bright Data sells ready-made datasets.

Are failed requests charged?

On Scrape Everything, no. Blocks, parse errors, timeouts, capacity and internal errors are refunded automatically. A "not found" or "private" result is a real answer and is charged. Other providers' policies vary, and several don't state one on their pricing page.

What are the rate limits?

Limits apply to your whole account: a per-minute request limit and a concurrency limit, both higher once your purchases total $39 or more (a Builder pack or larger does it at once). All keys share them, responses carry the standard RateLimit-* headers, and a 429 is never charged. Current numbers are in the rate limit docs.

Do Scrape Everything credits expire?

No. Credits are sold as one-time packs and never expire. Packs start at $39 for 25,000 credits, and new accounts get 100 free credits. More answers are in the FAQ.