Best Social Media Scraping APIs in 2026: 7 Compared

If you need public data from Instagram, TikTok, YouTube, Reddit and friends inside your own code, you have three broad choices: the official platform APIs, a general web-scraping service you point at social sites, or a purpose-built social data API that hands back parsed JSON. This roundup covers the second and third kind, the ones a developer can sign up for today and call from a script.

We build one of them, so treat our entry with the skepticism you'd give any vendor writing a comparison. For every other tool, the prices and free tiers below were checked on that company's own website in September 2026. Where a vendor doesn't publish a number, we say so instead of guessing.

How do these APIs differ?

Before the list, it helps to know the four axes that actually separate them:

• Shape of the product. Some are marketplaces of individual scrapers (you pick one per job), some are scraping infrastructure (proxies plus parsing, you choose the target), and some are a single API with fixed endpoints per platform.
• How you're billed. Per request, per record, per compute time, or per daily unit quota.
• Sync or async. Some return data in the HTTP response. Others make you submit a job, poll, and fetch results later. Async is fine for batch pipelines and awkward for anything interactive.
• Schema consistency. Whether a "post" from TikTok and a "post" from Reddit come back with the same field names, or whether you write one parser per platform.

Comparison table

All third-party figures are as of September 2026.

1. InsightSocial: one schema, nine platforms, pay per endpoint

Disclosure: this is ours.

The InsightSocial API covers Instagram, TikTok, Facebook, LinkedIn, Twitter/X, Threads, YouTube, Reddit and Pinterest through 238 GET endpoints under https://api.insightsocial.app/v1/. Every response uses one envelope, and posts, comments and authors share one schema across all nine platforms, so a parser written for TikTok reads Reddit too.

curl "https://api.insightsocial.app/v1/instagram/profile?handle=natgeo" \
  -H "x-api-key: $INSIGHTSOCIAL_API_KEY"

Pricing. Each endpoint has its own credit price (a basic profile is 20 credits; heavier calls like LinkedIn people search are metered up to 1,000). You're never charged for failed or empty calls, re-running a call you already paid for is free inside a 1–24 hour window, and a shared-cache hit costs 5 credits. The free plan is 500 credits/month plus 10 free calls; Pro is $9.99/month for 10,000 credits. The balance is shared with our Chrome extension's exports. Full table: Endpoint pricing.

Good for: developers who want synchronous JSON from the big social platforms without writing per-platform parsers, and AI agents (the endpoint catalogue at /v1/endpoints is public and free, so an agent can read real parameters and prices before spending anything; see AI agents).

Honest limits: nine platforms only, nothing for Telegram, Bluesky, Twitch or the long tail. It's read-only. Each key is capped at 60 requests per minute and 10 concurrent, which suits most apps but not firehose-scale collection. There's no sandbox; test calls spend real credits (the free calls and dry_run=1 are the cheap way to test). And it's a young product.

2. Apify: the biggest menu of scrapers

Apify is a platform for running "Actors", packaged scrapers, many of them written by third-party developers and listed in the Apify Store. There are Actors for essentially every social platform, often several competing ones.

Pricing (as of September 2026): Free ($0, with $5 of monthly platform usage), Starter $19/month, Scale $199/month, Business $999/month. Usage is billed in compute units (1 CU = 1 GB of RAM for one hour, $0.20/CU on Free and Starter), or at a fixed price per event on Actors that use pay-per-event pricing. Auth is an API token, sent as Authorization: Bearer <token> (a token query parameter also works, but Apify recommends the header).

Good for: breadth and odd targets. If a platform or page type exists, someone has probably published an Actor for it.

Watch out for: every Actor has its own input and output format, quality varies by author, and compute-based billing makes costs harder to predict up front. Most runs are asynchronous.

3. Bright Data: infrastructure at enterprise scale

Bright Data's Social Media Scraper API bundles its proxy network, unblocking and parsing into per-record pricing. Its social page lists Instagram, TikTok, Facebook, X, LinkedIn, YouTube, Reddit, Pinterest, Vimeo, Bluesky, Quora and Facebook Marketplace.

Pricing (as of September 2026): pay-as-you-go at $1.50 per 1,000 records, with proxies and parsing included. New accounts get 5,000 free credits per month, no card required, renewing on the 1st. Auth is a Bearer token.

Good for: high-volume collection where you want per-record economics and a vendor with serious infrastructure behind it.

Watch out for: it's a large product surface with many ways to buy, and it's built around datasets and collection jobs more than quick interactive lookups.

4. ScrapeCreators: wide coverage, simple credits

ScrapeCreators is a social data API with a long list of platforms: the majors (TikTok, Instagram, YouTube, Facebook, Twitter, LinkedIn, Reddit, Pinterest, Threads) plus TikTok Shop, Telegram, Twitch, Bluesky, Truth Social, several ad libraries and link-in-bio tools.

Pricing (as of September 2026): prepaid credits where one credit is one request for most endpoints. Freelance is $47 for 25,000 credits; Business is $497 for 500,000; Enterprise is custom. Signup includes 100 free credits (with more bonus credits claimable), and credits don't expire. Their site says results already in their cache cost 0 credits. Auth is an x-api-key header.

Good for: teams that need niche platforms beyond the big nine and like flat, predictable per-request pricing.

Watch out for: the entry purchase is a $47 pack rather than a low monthly plan, and with most endpoints at one credit, a light lookup and a heavy one usually cost the same.

5. EnsembleData: daily quotas for steady workloads

EnsembleData covers TikTok, Instagram, YouTube, Threads, Reddit, Twitch, Twitter and Snapchat.

Pricing (as of September 2026): plans are sold by daily units. Wood is $100/month for 1,500 units/day, Bronze $200 for 5,000, Silver $400 for 11,000, Gold $800 for 25,000 and Platinum $1,400 for 50,000; Diamond is custom. The free trial is 50 units a day with no card. Endpoints cost from 1 unit upward, with some priced by how many posts or replies they return. Auth is a token query parameter.

Good for: products that make a steady, predictable number of calls every day.

Watch out for: daily quotas don't roll over, so bursty workloads (a big backfill, then quiet weeks) fit this model poorly. Tokens in query strings also end up in logs more easily than headers.

6. Data365: async collection for research pipelines

Data365 offers APIs for Instagram, Facebook, Twitter/X, TikTok, Reddit, Threads and Pinterest.

Pricing (as of September 2026): Basic is €300/month for one social network and 500,000 credits; Standard is €850/month for three networks and 1,000,000 credits; Custom goes up to seven networks. Their examples price one post at 1 credit, a post with comments at 5, a search request at 7 and a profile with info at 9. There's a 14-day free trial, requested through a form. Auth is an access_token query parameter.

Good for: research and monitoring pipelines that collect in batches and can tolerate latency.

Watch out for: requests are asynchronous (a POST to start collection, a status check, then a GET for results), plans are priced per network, and access starts with a sales form.

7. Scrapfly: general scraping you aim at social sites

Scrapfly isn't a social API. It's a web-scraping API (proxies, headless browsers, anti-bot handling) that you can point at any site, social platforms included. You get raw pages or extracted data, and the parsing is your job.

Pricing (as of September 2026): Free with 1,000 API credits on signup, then Discovery $30/month, Pro $100, Startup $250, Enterprise $500, and custom tiers above. One key and one credit balance cover all its products; a request's cost depends on features you enable, such as JavaScript rendering and proxy type.

Good for: teams already scraping other websites who want one tool for everything, and targets no social API covers.

Watch out for: you own the parsers and their maintenance every time a platform changes its markup.

What about the official platform APIs?

Where an official API gives you what you need, it's the most stable option and the one the platform explicitly permits. The catch is that they differ enormously: separate apps, review processes, OAuth flows, terms and pricing per platform, and many are designed for managing your own accounts rather than reading public data at large. Check each platform's current developer terms directly; they change often, and we'd rather not quote numbers from memory.

How should you choose?

• You want parsed JSON from the big platforms, synchronously, with one parser: a unified social API such as InsightSocial, or ScrapeCreators if you need niche platforms too.
• You need scale measured in millions of records: Bright Data.
• You need a weird target or a one-off scraper: Apify's Store.
• You have a steady daily call volume: EnsembleData's quota model.
• You're scraping plenty of non-social sites as well: Scrapfly.

Whatever you pick, test it on your real workload before committing. Pull the same five profiles and one busy comment thread from each candidate, then compare field coverage, failure rate and what you were actually billed.

FAQ

What is a social media scraping API?

A hosted service that collects public data from social platforms (profiles, posts, comments, search results) and returns it to your code, usually as JSON, so you don't run browsers, proxies or parsers yourself.

Which social media scraping API has the best free tier?

It depends on what you're testing. Bright Data gives 5,000 credits a month, Scrapfly 1,000 credits on signup, Apify $5 of monthly usage, and InsightSocial 500 credits a month plus 10 free calls (as of September 2026). Compare on the calls you'll actually make, since a credit means something different at each.

Is scraping public social media data legal?

Collecting publicly available data is generally treated differently from accessing private data, but the answer depends on your jurisdiction, the platform's terms and what you do with personal data afterwards. Talk to a lawyer for anything commercial.

Which is cheapest?

There's no single answer, because the billing models differ: per request, per record, per compute unit, per daily unit. Estimate your monthly job (for example, 10,000 profiles and 500 comment threads) and price it on each site. For InsightSocial, every endpoint's price is on Endpoint pricing, and dry_run=1 estimates many calls for free.

Is there a no-code option?

Yes. If you'd rather click than code, the InsightSocial Chrome extension scrapes the same platforms in your browser and exports to CSV or Excel. See Pricing.