AI-ready web data API

Turn any web page into clean data your product can use immediately

ScraperFly fetches, renders, and cleans web pages through one developer-friendly API. Send a URL, choose HTML, Markdown, clean text, JSON, metadata, screenshot, or PDF, and skip the cleanup work between page access and production-ready data.

Start free View API docs

URL to clean contentRendered pages when neededStructured JSON for appsProof with screenshots and PDFs

Input: any public URLControls: render, proxy, sessionOutput: data-ready response

scraperfly request

https://example.com/product-page Scrape

GET /api/v1/scrape
  ?url=https://example.com/page
  &render=true
  &format=markdown,json
  &extract=title,price,summary

response 200 OK

{ markdown, clean_text, json, metadata, screenshot_url }

Product map

Everything you need to turn web pages into production-ready data from one API

ScraperFly combines page delivery, browser rendering, clean content, structured extraction, evidence, and advanced controls so your team can spend less time maintaining scraping infrastructure and more time using web data inside products, AI systems, analytics, and automation.

Data Extraction API

Move beyond page access. Turn public web pages into clean, usable data that can power products, dashboards, AI workflows, and internal tools.

AI-ready Web Data

Feed LLMs, RAG, agents, and internal search with readable content, source context, and metadata instead of raw HTML noise.

One Simple Endpoint

Send a URL, choose the output, and get a response you can inspect immediately. Start simple before adding advanced controls.

Multiple Output Formats

Request the format your workflow already expects: HTML, Markdown, clean text, JSON, metadata, screenshot, or PDF.

Less Cleanup Work

Cut the repetitive parsing, boilerplate removal, formatting, and field-shaping work that usually begins after a scrape succeeds.

Delivery Controls

Keep easy pages fast, then add rendering, sessions, headers, retries, proxy routing, or premium delivery when a target gets harder.

Built for Developers

Ship the first integration faster with clear docs, readable parameters, predictable responses, and examples that map to real workflows.

Complexity on Demand

Start with a simple URL request, then add rendering, sessions, routing, screenshots, or extraction as the target gets more demanding.

Classic Scraping Jobs

Support the workflows companies already budget for: price monitoring, SERP research, catalogs, leads, listings, reviews, and market signals.

Metadata and Evidence

Return the context that makes data trustworthy: final URL, status, timing, headers, source metadata, screenshots, and PDF proof.

Different From Proxy Tools

Get the power of scraping infrastructure without living in a proxy console. Focus on the usable response your product needs.

URL to Usable Data

The core workflow stays memorable: provide a URL, receive clean data, and move it into your app, pipeline, report, or AI system.

Built for useful data

Get the scraping power you need without buying into an enterprise proxy maze

ScraperFly keeps the hard delivery work behind a clean API, then returns the kind of result your workflow can actually use: readable content for AI, structured records for apps, screenshots for proof, and metadata for debugging. You still get rendering, sessions, retries, routing, and headers when a target requires them, but the experience stays focused on the outcome: fewer parsing chores, less platform overhead, and a faster path from URL to production data.

One clear APIReady outputsAdvanced delivery when neededLess cleanup work

Output formats

Ask for the output your workflow needs and skip the extra cleanup layer

Every scraping job ends somewhere different: an AI prompt, a search index, a database record, a monitoring dashboard, a QA review, or a report. ScraperFly lets each request return the right shape from the start, so your team spends less time transforming raw pages and more time shipping useful web data into production.

Full source control

HTML

Requires: Send the page URL and keep rendering, sessions, headers, or proxy routing available when the source needs them.
You get: Receive the fetched HTML with status, final URL, response context, and delivery details close to the source.
Advantage: Use HTML when you want maximum control, custom parsing, or compatibility with an existing crawler pipeline.

Readable content for AI

Markdown

Requires: Point ScraperFly at articles, docs, product pages, help centers, or research pages that need to become readable context.
You get: Get structured Markdown with the main content preserved, headings intact, and page chrome reduced.
Advantage: Move web content into prompts, RAG, agents, embeddings, and internal search with far less preprocessing.

Signal without layout noise

Clean Text

Requires: Use it for pages where navigation, ads, cookie banners, sidebars, and repeated layout text hide the useful content.
You get: Receive compact plain text that is easier to classify, compare, deduplicate, index, summarize, or score.
Advantage: Reduce payload size and cleanup logic before sending content into AI, analytics, search, or monitoring systems.

Structured records for apps

JSON

Requires: Define the fields your product expects, such as product data, listing details, article metadata, company info, or review signals.
You get: Get application-ready records like title, price, availability, rating, author, summary, category, URL, and metadata.
Advantage: Skip the handoff from raw scrape to usable database record and plug extracted fields directly into your workflow.

Proof of what rendered

Screenshot

Requires: Use it when the rendered page state matters: QA, visual monitoring, blocked-page debugging, compliance, or customer review.
You get: Receive a screenshot captured after delivery controls, JavaScript rendering, sessions, and headers have done their work.
Advantage: Prove what was collected, inspect failures faster, and keep visual evidence beside the data response.

Durable page records

PDF

Requires: Use it for pages that need to be stored, shared, attached, audited, reviewed offline, or included in a reporting workflow.
You get: Get a portable PDF capture of the rendered source page with metadata and request context available alongside it.
Advantage: Create durable evidence for audits, reports, listings, invoices, market research, and internal review flows.

01 / Data Extraction API

Go from any URL to usable web data without building the scraping stack yourself

ScraperFly gives your product a direct path from public web pages to data it can actually use. Send a URL, let the API handle delivery, rendering, sessions, retries, and cleanup when needed, then choose the response your workflow expects: HTML, Markdown, clean text, JSON, metadata, screenshot, or PDF. Instead of maintaining proxy infrastructure and post-scrape glue, you get a dependable data extraction layer built for AI, analytics, monitoring, and automation.

Any URL inReady data outDelivery handled for youBuilt for production workflows

02 / AI-ready Web Data

Give your AI workflows clean web context instead of raw HTML noise

ScraperFly turns messy pages into readable content your LLM, RAG pipeline, agent, or internal search system can use immediately. Pull clean text, Markdown, metadata, and source context from pages that would otherwise arrive full of navigation, ads, repeated boilerplate, and layout noise. Your team gets better inputs for summarization, embeddings, classification, retrieval, and answer verification without building a custom cleanup layer for every source.

Cleaner context for LLMsMarkdown ready for RAGText prepared for embeddingsSource metadata for trust

03 / One Simple Endpoint

Make the first request in minutes and get a response you can actually build with

ScraperFly keeps the starting path short: pass a URL, choose the output format, and inspect a clean response without learning a heavy scraping platform first. Use the same endpoint for HTML, Markdown, clean text, JSON, screenshots, PDFs, and metadata, then add rendering, sessions, headers, retries, or routing only when the target page needs more help. The result is an API that feels simple on day one and still has room to handle production targets.

Fast first requestOne endpoint for every outputAdvanced controls when neededEasy to test, ready to scale

04 / Multiple Output Formats

One scrape can return the exact format your workflow is waiting for

Your pipeline should not have to start from raw HTML every time. ScraperFly lets you request the output that matches the job: HTML when you need the source, Markdown or clean text when AI needs readable context, JSON when an application needs structured records, and screenshots or PDFs when your team needs proof of the rendered page. The result is less downstream transformation, fewer fragile parsers, and faster movement from scraped page to usable product data.

HTML, Markdown, text, JSONScreenshots and PDFs on demandLess downstream transformationOutputs ready for real workflows

05 / Less Cleanup Work

Stop paying twice for web data: once to fetch it, then again to clean it

A scrape is only valuable when the result is ready to use. ScraperFly helps remove the page clutter that usually slows teams down: navigation, ads, cookie banners, repeated boilerplate, messy layout text, inconsistent fields, and missing context. Instead of building another cleanup pipeline after every successful fetch, you can request cleaner content, structured fields, metadata, and proof in the same workflow and move faster from raw page to product-ready data.

Less cleanup after every fetchCleaner content for downstream toolsFields and metadata in one responseFaster path from page to product

06 / Delivery Controls

Keep simple pages simple, then add stronger delivery only when the target needs it

Not every request should feel like an enterprise scraping project. With ScraperFly, straightforward pages can stay lean and fast, while tougher targets can use the controls that actually help: JavaScript rendering, sticky sessions, custom headers, retries, country routing, and premium proxy paths. You get a cleaner way to reach the page, render it correctly, and return the expected data without forcing your team to operate the whole delivery layer by hand.

Fast path for simple pagesRendering when the page requires itSessions, headers, retries, routingReliable delivery without extra platform work

07 / Built for Developers

Start scraping from code, not from a sales call or a proxy control panel

ScraperFly is designed for teams that want useful web data quickly: open the docs, copy a request, send a URL, and see a response that makes sense. Clear parameters, practical examples, and predictable outputs make the first integration easy to test, while rendering, sessions, headers, retries, routing, extraction, screenshots, and PDFs are ready when your product needs more. You get the speed of a simple API with the depth to support growing production workloads.

Clear docs and examplesPredictable API responsesFast path from test to productionRoom to grow without platform overhead

08 / Complexity on Demand

Start simple, then add the next layer only when the page asks for it

ScraperFly lets your workflow progress in natural steps. Begin with a clean URL request and the output you need. If the page relies on JavaScript, add rendering. If the target needs continuity, add sessions or headers. If location, retries, screenshots, PDFs, or structured extraction matter, add those controls without changing the way your team thinks about the API. Simple jobs stay quick, and harder jobs get the support they need without turning every request into a heavy setup.

Step 1: send the URLStep 2: choose the outputStep 3: add delivery controlsStep 4: return usable data

09 / Classic Scraping Jobs

Power the web data workflows your business already depends on

ScraperFly helps turn public web pages into the inputs behind pricing engines, SEO platforms, sales tools, catalog operations, review monitoring, and market intelligence. Track competitor prices, refresh product data, collect SERP results, enrich leads, monitor listings, analyze reviews, and capture evidence from one data extraction workflow. Your team gets fresh web data in the format each job needs, without stitching together separate scrapers, browsers, proxies, and post-processing scripts.

Pricing and catalog dataSEO and SERP trackingLead and listing enrichmentReviews and market intelligence

10 / Metadata and Evidence

Ship web data your team can verify, explain, and reuse with confidence

Clean content is more valuable when the proof stays attached. ScraperFly can return the source context behind every result: original URL, final URL, status, timing, headers, content type, request options, screenshot proof, PDF capture, and useful page metadata. That gives your AI answers, reports, dashboards, and customer-facing workflows the confidence layer they need, while helping developers debug failures faster and compare page changes over time.

Source context includedStatus and timing you can inspectScreenshot and PDF proofMetadata ready for audits and debugging

11 / Different From Proxy Tools

Use scraping infrastructure without making it your product

ScraperFly keeps the proxy, rendering, session, retry, and routing work behind a clean API so your team can stay focused on the data. Send a URL, choose the result, and get outputs that move straight into your workflow: Markdown for AI, JSON for apps, clean text for search, screenshots for proof, and metadata for debugging. You get the delivery power without turning every project into proxy operations.

Clean API over proxy operationsOutputs your product can useDelivery controls behind the scenesFaster path to production data

12 / URL to Usable Data

Send a URL. Get clean web data your product can use in production today

ScraperFly turns public web pages into the response your workflow actually needs: readable content for AI, structured JSON for applications, metadata for trust, screenshots for proof, and PDFs for durable records. Start with a simple request, add delivery controls only when a target requires them, and move from page access to production-ready data without building another cleanup pipeline.

URL in, production-ready data outClean content for AI and searchJSON, metadata, screenshots, and PDFsLess cleanup before your workflow

Use cases

Build web data features faster without becoming a scraping infrastructure team

ScraperFly helps product, AI, SEO, sales, commerce, and intelligence teams turn public pages into clean, structured, evidence-backed data. Use one API to collect the page, handle delivery problems, shape the response, and send reliable web data into the workflows that drive growth.

AI knowledge ingestion

Keep your AI product grounded in fresh public knowledge. Turn docs, help centers, blogs, research pages, and product content into clean Markdown, text, and metadata your RAG pipeline can trust.

Cleaner AI inputs, faster ingestion, fewer brittle cleanup jobs.

Price and catalog monitoring

Watch competitor prices, availability, ratings, images, and catalog changes across stores and marketplaces without maintaining a custom scraper for every target.

Fresh pricing and assortment data your team can act on.

SEO and SERP intelligence

Collect SERPs, snippets, landing pages, titles, headings, competitor content, and rendered page states so your SEO workflow can measure visibility with dependable web data.

Turn search pages into rankings, content insights, and alerts.

Lead and company enrichment

Give sales and growth teams better account context from company sites, directories, listings, public profiles, descriptions, locations, categories, and market signals.

Richer records, faster qualification, cleaner CRM enrichment.

Market and reputation tracking

Follow reviews, forums, articles, listings, product mentions, and market pages to catch sentiment shifts, competitor moves, demand signals, and reputation risks earlier.

Convert noisy public web sources into business signals.

FAQ

Questions developers ask before choosing a web data API

What does ScraperFly return from a URL?

ScraperFly can return raw HTML, Markdown, clean text, structured JSON, metadata, screenshots, or PDF captures. The goal is to give you the format your app, AI pipeline, analytics workflow, or internal tool can use without building a separate cleanup layer first.

Can I use ScraperFly for AI, RAG, and agents?

Yes. ScraperFly is positioned for AI-ready web data: Markdown, clean text, source URLs, final URLs, metadata, and proof can be returned close to the content so it is easier to summarize, embed, search, classify, or pass into an agent workflow.

Can I still get raw HTML?

Yes. Raw HTML remains available when you want full control over parsing. You can start with HTML, then switch to Markdown, clean text, JSON, screenshots, or PDFs when your workflow needs a more ready-to-use response.

Does ScraperFly support JavaScript-rendered pages?

Yes. For pages that need a browser, ScraperFly should let you enable rendering and related delivery controls. Simple pages can stay simple, while harder targets can use more power only when they require it.

Do I need to manage proxies myself?

No. Proxy routing, sessions, headers, retries, rendering, and premium delivery controls should live behind the API. You can focus on the data result instead of operating proxy infrastructure every day.

Can ScraperFly extract structured JSON?

Yes. For product data, listings, articles, profiles, reviews, or other repeatable pages, ScraperFly should help return structured fields such as title, price, rating, author, summary, availability, or metadata in a response your application can store directly.

When should I use screenshots or PDFs?

Use screenshots when you need visual proof, QA, monitoring, or debugging of the rendered page state. Use PDFs when a page should become a portable record for reports, audits, listings, invoices, research, or review workflows.

What metadata is included with a response?

Useful metadata can include original URL, final URL after redirects, status, timing, content type, request context, headers, screenshot or PDF proof, and source information. That context makes results easier to trust, debug, compare, and reuse.

What are the most common use cases?

Common use cases include AI knowledge ingestion, price and catalog monitoring, SEO and SERP intelligence, lead and company enrichment, market research, review tracking, screenshot QA, and content archiving.

How fast can a developer try it?

The first request should be straightforward: send a URL, choose the output format, and inspect the response. Advanced controls can come later, after you know the target page needs rendering, sessions, custom headers, retries, or premium routing.

Ready web data starts here

Launch a cleaner web data pipeline without building the scraping infrastructure yourself

Send a URL, choose the output, and move HTML, Markdown, JSON, metadata, screenshots, or PDFs into the workflows that power your product.

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