SocialCrawl vs ScrapingBee
SocialCrawl returns one normalized social schema with computed fields across 27 platforms. ScrapingBee's edge is render-JS scraping of any website — pick based on what you're building.
Stop writing a parser per platform. One JSON shape, engagement_rate pre-computed, and npx socialcrawl-mcp in Claude Code, Cursor, and Windsurf.
Facts last verified June 13, 2026
Searching 42 platforms in parallel
TikTok·
Instagram·
YouTube·
Facebook·
X·
LinkedIn·
Reddit·
Threads·
Pinterest·
Twitch·
Truth Social·
Snapchat·
Kick·
Bluesky·
Kwai·
Rumble·
Spotify·TikTok Shop·
Amazon Shop·
Google Shopping·
Trustpilot·
TripAdvisor·
Linktree·
Komi·
Pillar·
lnk.bio·Facebook Ads·Google Ads·LinkedIn Ads·Google Search·Google News·Google Finance·
Polymarket·
Tavily·
Hacker News·
GitHub·
Perplexity·
Naver·UUtility·
Universal SearchTikTok·Instagram·YouTube·Facebook·X·LinkedIn·Reddit·Threads·Pinterest·Twitch·Truth Social·Snapchat·Kick·Bluesky·Kwai·Rumble·Spotify·TikTok Shop·Amazon Shop·Google Shopping·Trustpilot·TripAdvisor·Linktree·Komi·Pillar·lnk.bio·Facebook Ads·Google Ads·LinkedIn Ads·Google Search·Google News·Google Finance·Polymarket·Tavily·Hacker News·GitHub·Perplexity·Naver·UUtility·Universal SearchTikTok·Instagram·YouTube·Facebook·X·LinkedIn·Reddit·Threads·Pinterest·Twitch·Truth Social·Snapchat·Kick·Bluesky·Kwai·Rumble·Spotify·TikTok Shop·Amazon Shop·Google Shopping·Trustpilot·TripAdvisor·Linktree·Komi·Pillar·lnk.bio·Facebook Ads·Google Ads·LinkedIn Ads·Google Search·Google News·Google Finance·Polymarket·Tavily·Hacker News·GitHub·Perplexity·Naver·UUtility·Universal SearchTikTok·Instagram·YouTube·Facebook·X·LinkedIn·Reddit·Threads·Pinterest·Twitch·Truth Social·Snapchat·Kick·Bluesky·Kwai·Rumble·Spotify·TikTok Shop·Amazon Shop·Google Shopping·Trustpilot·TripAdvisor·Linktree·Komi·Pillar·lnk.bio·Facebook Ads·Google Ads·LinkedIn Ads·Google Search·Google News·Google Finance·Polymarket·Tavily·Hacker News·GitHub·Perplexity·Naver·UUtility·Universal SearchWhat is the difference between SocialCrawl and ScrapingBee?
ScrapingBee is a general render-JS scraper: it fetches any web page's HTML, and for social you still write and maintain your own parser per platform. SocialCrawl is purpose-built for social — 27 platforms behind one normalized schema with computed fields, so one parser covers everything.
Unified schema
One field name across 42 platforms. Write one parser, not 13.
MCP server
`npx socialcrawl-mcp` on the MCP Registry. Works in Claude Code, Cursor, Windsurf.
Visual Explorer
Paste any URL, see rich cards and export as code. No API key needed to browse.
How does SocialCrawl compare to ScrapingBee, feature by feature?
Seventeen dimensions side by side. ScrapingBee's pricing and acquisition status were live-verified 2026-06-13 — and the rows where ScrapingBee wins say so.
| Feature | SocialCrawl | ScrapingBee |
|---|---|---|
| Platforms & coverage | ||
| Social platforms in one API | 27 social platforms across 42 total, 264 endpoints, one auth header (x-api-key) | Dedicated social scrapers for 4 — TikTok, YouTube, X, Facebook; others via the general HTML API |
| General open-web scraping (any site) | No — social, commerce, and research only, by design | Yes — render-JS HTML for any website (ScrapingBee's core strength) |
| Cross-platform social search | GET /v1/search/everywhere — 12 platforms in one call, flat 20 credits, fused + reranked | No equivalent — scrape one target at a time, merge results yourself |
| Schema & data quality | ||
| Response format for social | Normalized JSON envelope — same field names across all platforms | Rendered HTML / Markdown / per-target raw JSON you parse yourself |
| Unified cross-platform schema | Enforced at the gateway — followerCount is one field everywhere | None — each social target needs its own extractor |
| Computed fields (engagement_rate, estimated_reach, content_category) | On every response, documented in the OpenAPI spec | None — you compute them yourself from raw scraped pages |
| Parsers needed for a 6-platform product | One | Six — one HTML extractor per platform |
| Agent readiness | ||
| MCP server | Official socialcrawl-mcp — returns normalized, computed-field social data | Yes — MCP server ships, but returns the rendered page to parse |
| CLI integrations | Skills bundle (npx skills add socialcrawl/skills) on skills.sh + ClawHub | Yes — Claude, Claude Code, Cursor, Codex, Gemini |
| Payload an agent reasons over | Typed social object — number ready to read | Rendered HTML the agent must parse, spending context window |
| Pricing & billing | ||
| Billing model | Flat credits per endpoint, published in the docs | Credits per request; JS rendering + premium proxies + geotargeting multiply the cost |
| JS-rendering cost for social pages | Flat — no render surcharge | Extra credits per request; bundled only from Business ($249/mo) up |
| Cost forecasting | Flat per-endpoint credit costs — a lookup table | Per-request multipliers make social-workload cost harder to forecast |
| Non-technical tooling | ||
| Visual data explorer | Paste a URL, see rich cards, export as code — no API key needed to browse | None — evaluate by writing a request and reading raw HTML |
| Trust & independence | ||
| Ownership & roadmap | Independent, social-first team sets priorities | Acquired by Oxylabs (June 2025); gradually integrated into an enterprise-proxy parent |
| Anti-bot success on tough targets | Managed upstream — social-focused, not a general proxy benchmark | Above 80% — Proxyway Oct 2025 benchmark, a genuine strength |
| Internationalization | ||
| Korean support | /ko/ fully supported + hreflang | No official Korean locale verified (2026-06) |
Platforms & coverage
Social platforms in one API
General open-web scraping (any site)
Cross-platform social search
Schema & data quality
Response format for social
Unified cross-platform schema
Computed fields (engagement_rate, estimated_reach, content_category)
Parsers needed for a 6-platform product
Agent readiness
MCP server
CLI integrations
Payload an agent reasons over
Pricing & billing
Billing model
JS-rendering cost for social pages
Cost forecasting
Non-technical tooling
Visual data explorer
Trust & independence
Ownership & roadmap
Anti-bot success on tough targets
Internationalization
Korean support
Why parse raw HTML per platform when one schema covers them all?
Because ScrapingBee returns the rendered page, not the data. For a TikTok profile it hands you HTML with the follower count buried in an inline script — and you write a different extractor for Instagram, YouTube, and every other platform you add.
- SocialCrawl enforces the schema at the gateway: followerCount is the same field name on every platform, so one parser covers all 27.
- ScrapingBee's own social repo confirms the pattern — dedicated scrapers cover TikTok, YouTube, X, and Facebook, each parsed per target.
- When a platform changes its page markup, a raw-HTML pipeline breaks per platform; a normalized API absorbs that change behind one stable schema.
- If you scrape the whole open web, ScrapingBee's render-any-site core is genuinely the right tool — SocialCrawl is social, commerce, and research only.
A six-platform social product collapses six hand-written parsers — and six failure modes — into one.
Which is better for AI agents — rendered HTML or computed social data?
For social data, computed fields over raw HTML. Both products ship an MCP server and CLI integrations, but ScrapingBee's MCP returns the rendered page — so your agent burns its context window parsing markup instead of reasoning over the metric.
- SocialCrawl responses arrive normalized with engagement_rate, estimated_reach, and content_category pre-calculated server-side — the agent reads the number, not the DOM.
- Credit to ScrapingBee: it does ship an MCP server plus Claude, Cursor, Codex, and Gemini CLI integrations — this is not a 'no MCP' comparison.
- The difference is the payload: a render-JS scraper hands an agent HTML to interpret; SocialCrawl hands it a typed social object.
- One flat 20-credit call to /v1/search/everywhere fans an agent across 12 platforms and returns fused, reranked results — no per-site scraping to orchestrate.
Your agent spends tokens on the answer, not on stripping tags out of a rendered page.
How does ScrapingBee's credit model compare to flat per-call pricing?
ScrapingBee charges credits per request, and JS rendering, premium proxies, and geotargeting each multiply that cost — features only bundled from the Business tier ($249/mo) up. SocialCrawl bills flat credits per endpoint, published in the docs.
- Social pages are JS-heavy, so the render-JS + premium-proxy multiplier hits exactly the requests a social workload makes most.
- On ScrapingBee's lower tiers those multipliers make per-call social cost hard to forecast; with flat per-endpoint credits, your bill is a multiplication, not a guess.
- SocialCrawl Starter is £14/month for 5,000 credits; Growth is £49 for 25,000 — endpoint costs are flat and published, so you can price a feature before building it.
- ScrapingBee's credit transparency and cancel-anytime, no-questions-asked policy are real strengths for general scraping — this is about social-workload predictability, not value.
You can quote a social feature's data cost to the penny before writing a line of code.
Can a non-technical teammate see the data before any code is written?
With SocialCrawl, yes — paste a social URL into the Explorer and see rich cards, sortable tables, and copy-as-code snippets, no API key needed to browse. ScrapingBee has no visual explorer; you evaluate by writing a request and reading raw HTML.
- PMs, analysts, and strategists answer 'can we actually get this data?' themselves, without booking engineering time.
- Independence matters for roadmap: Oxylabs acquired ScrapingBee in June 2025 and is gradually integrating it into an enterprise-proxy parent.
- SocialCrawl is independent and social-first, so feature priorities are set by a team building for social data, not for enterprise proxy infrastructure.
- Every Explorer query exports as a cURL, JavaScript, or Python snippet you can paste straight into a repo.
See your data before writing a single line — usually enough to decide whether the API fits your product.
fetch("/v1/...")anti-bot success · Proxyway benchmark, Oct 2025
What does ScrapingBee do better than SocialCrawl today?
General-purpose render-JS scraping — and it's a genuine strength. ScrapingBee fetches any web page on the open internet with headless Chrome, custom interaction scenarios, screenshots, and premium/residential proxy rotation behind one HTTP call; SocialCrawl is social, commerce, and research only.
- Anti-bot success is real: the Proxyway October 2025 benchmark put ScrapingBee above 80% success, one of only four providers to clear that bar.
- Six years of founder-led product polish (2019–2025), mature docs, and a developer-friendly reputation predate the acquisition and still show.
- If your scraping spans e-commerce price tracking, SERPs, lead enrichment, or AI/RAG ingestion over the whole web, ScrapingBee's render core is the right tool, not SocialCrawl.
How much does ScrapingBee cost versus SocialCrawl at each tier?
Flat per-endpoint credits (SocialCrawl) versus credit-multiplier billing (ScrapingBee). ScrapingBee prices live-verified 2026-06-13 from scrapingbee.com/pricing.
Flat per call, no multipliers
1 credit cost per endpoint
ScrapingBee: JS rendering + premium proxies + geotargeting each multiply credits — verified 2026-06-13
Honest asymmetry: ScrapingBee's credit allowance is large, but JS rendering, premium/residential proxies, and geotargeting each multiply the credits a single request spends, and those features only bundle from the Business tier up. SocialCrawl's per-endpoint credit costs are flat and published — price your real social workload on both.
See full pricingWho is SocialCrawl built for?
Teams whose product is social-specific: indie developers who want predictable costs, agency CTOs unifying platforms into one dashboard, and AI agent builders who want normalized data instead of rendered HTML.
Choose SocialCrawl if:
- Solo developers shipping a social-data featureOne schema across TikTok, Instagram, YouTube, and 24 more replaces a parser per platform — and a fix per parser every time markup shifts.
- Agency CTOs unifying many platformsOne normalized response shape across 27 social platforms means one integration, not one ScrapingBee extractor per target.
- AI agent builders in Claude Code, Cursor, Windsurfnpx socialcrawl-mcp returns computed-field data your agent reasons over directly, instead of rendered HTML it has to parse.
- Teams that need cross-platform social searchOne call to /v1/search/everywhere fans out across 12 platforms and returns fused, reranked results — no per-site scraping to wire together.
- Mixed-skill buying committeesNon-technical teammates preview real data in the visual Explorer before engineering commits a sprint.
Choose ScrapingBee if:
ScrapingBee is the right call for three specific teams — and naming them plainly beats pretending there aren't any.
- You scrape the whole open web, not just socialIf you need to render JS and rotate proxies across any website — e-commerce, SERPs, forums — ScrapingBee's general core is built for exactly that.
- Your main pain is getting blockedHigh anti-bot success on tough targets is ScrapingBee's core strength — above 80% in the Proxyway October 2025 benchmark.
- You're happy parsing per targetIf you'll write your own extractor per site and want a mature, self-serve, cancel-anytime credit plan, ScrapingBee fits that workflow well.
Still evaluating? If you already scrape one or two social platforms with working ScrapingBee parsers, switching may not pay off yet; bookmark this page for the day a third platform or an AI-agent project lands on your roadmap.
Frequently asked questions
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Swap raw HTML for one social schema
100 free credits, no card — enough to replace one ScrapingBee parser with one endpoint and see the schema for yourself.