My first scraping project involved a hand-rolled Python script, a shared proxy, and a prayer. It broke every three days.
In 2026, the hard part is no longer fetching one page. It is choosing a workflow that can render modern sites, return the format your system needs, survive layout changes, and scale without turning every redesign into an engineering ticket.
That workflow may be a no-code app, a scraping API, custom code, or a managed service. The right choice depends on who will run it, where the output needs to go, and how much control or maintenance your team wants to own.
Here are 11 scraping APIs and platforms I have used or evaluated—what each does well, where it falls short, and which type of team it fits.
The Scraping Decision in 2026: Interface, API, Code, or Service?
Before comparing vendors, decide which operating model you actually need:
- No-code app: Best when business users need to define fields visually, review results, and export data without maintaining code.
- AI scraping API: Best when a product, agent, RAG pipeline, or internal service needs live web content or schema-shaped JSON.
- Custom code: Best when you need browser-level control, unusual interactions, or infrastructure behavior that a managed API does not expose.
- Managed service: Best when the result matters more than the tooling and you want a vendor to own setup, monitoring, and delivery.
These categories increasingly overlap. Some platforms combine a visual interface with developer APIs, while others focus on low-level proxy control or fully managed delivery. The list below compares the products by the workflow they support today.
What Is a Data Scraping API?
Let’s get back to basics for a second. A data scraping API is a tool that lets you programmatically extract data from websites—without having to build your own scrapers from scratch. Think of it as a robot you can send out to fetch the latest prices, reviews, or listings, and it brings back the data in a nice, structured format (usually JSON or CSV).
How do they work? Most scraping APIs handle the messy parts—rotating proxies, solving CAPTCHAs, rendering JavaScript—so you can focus on what you actually need: the data. You send a request (usually with a URL and some parameters), and the API returns the content, ready for your business workflow.
Main benefits:
- Speed: APIs can scrape thousands of pages per minute.
- Scalability: Need to monitor 10,000 products? No problem.
- Integration: Plug into your CRM, BI tool, or data warehouse with minimal fuss.
But as we’ll see, not all APIs are created equal—and not all of them are as “set and forget” as they claim.
How I Evaluated These APIs
I’ve spent a lot of time in the trenches—testing, breaking, and sometimes accidentally DDoSing my own servers (don’t tell my old IT team). For this list, I focused on:
- Reliability: Does it actually work, even on tricky sites?
- Speed: How fast can it deliver results at scale?
- Pricing: Is it affordable for startups and scalable for enterprises?
- Scalability: Can it handle millions of requests, or does it fall over at 100?
- Developer-Friendliness: Is the documentation clear? Are there SDKs and code samples?
- Support: When things go sideways (and they will), is help available?
- User Feedback: Real-world reviews, not just marketing fluff.
I also leaned heavily on hands-on testing, review analysis, and feedback from the Thunderbit community (we’re a picky bunch).
The 11 APIs Worth Considering in 2026
Ready for the main event? Here’s my current shortlist of web scraping APIs and platforms for business users and developers in 2026.
1. Thunderbit
Overview:
Thunderbit now offers both a no-code AI web scraper and a developer-facing Web Scraper API. For API users, its two core endpoints separate content retrieval from structured extraction: Distill turns a URL into clean Markdown, while Extract uses a JSON Schema to return validated structured data. That makes it useful for RAG ingestion, agent tools, database enrichment, price monitoring, and multi-source datasets.
Key Features:
- Distill for URL-to-Markdown content, with JavaScript rendering and optional links, images, metadata, summaries, answers, and highlights
- Extract for schema-driven JSON without CSS selectors or per-site parsing rules
- Synchronous single-page calls plus asynchronous batch jobs; Batch Distill accepts up to 100 URLs and Batch Extract up to 50
- Bearer-key authentication, per-URL batch status, retry-aware error handling, polling, and signed webhooks
- CLI, SDK, MCP, automation, and agent-integration paths documented for technical workflows
Pricing:
The API has a one-time free allowance of 600 units. Distill costs 1 unit per page and Extract costs 20 units per page. The Starter plan is $16/month billed yearly for 60,000 annual units and 30 concurrent requests; Pro starts at $40/month billed yearly for 600,000 annual units and 50 concurrent requests. Check Thunderbit API pricing before publishing because usage limits and plan prices can change.
Best For:
Teams that want AI-based extraction without maintaining selectors, especially when the same organization needs a visual workflow for operators and an API for developers.
Main Tradeoff:
Thunderbit optimizes for intent- and schema-driven extraction rather than low-level proxy or browser control. If your use case depends on tuning individual proxy sessions or scripting unusual page interactions, a proxy-first API or custom browser automation stack may be a better fit.
Explore the Thunderbit Web Scraper API
2. Oxylabs
Overview:
Oxylabs is the heavyweight champ for enterprise-grade web data extraction. With a massive proxy pool and specialized APIs for everything from SERPs to e-commerce, it’s the go-to for Fortune 500s and anyone who needs reliability at scale.
Key Features:
- Huge proxy network (residential, datacenter, mobile, ISP) in 195+ countries
- Scraper APIs with anti-bot, CAPTCHA solving, and headless browser rendering
- Geotargeting, session persistence, and high data accuracy (95%+ success rates)
- OxyCopilot: AI assistant that auto-generates parsing code and API queries
Pricing:
Starts at ~$49/month for a single API, $149/month for all-in-one access. Includes a 7-day free trial with up to 5,000 requests.
User Feedback:
Consistently well reviewed on G2 for reliability and support. Main drawback? It’s pricey, but you get what you pay for.
3. ScrapingBee
Overview:
ScrapingBee is the developer’s best friend—simple, affordable, and focused. You send a URL, it handles headless Chrome, proxies, and CAPTCHAs, and returns the rendered page or just the data you need.
Key Features:
- Headless browser rendering (JavaScript support)
- Automatic IP rotation and CAPTCHA solving
- Stealth proxy pool for tough sites
- Minimal setup—just an API call
Pricing:
Free tier with 1,000 API credits, no credit card required. Paid plans start at $49/month (Freelance tier, 250,000 credits) per scrapingbee.com/pricing.
User Feedback:
Consistently well reviewed on G2. Developers love the simplicity; non-coders may find it a bit too barebones.
4. Apify
Overview:
Apify is the Swiss army knife of web scraping. You can build custom scrapers (“Actors”) in JavaScript or Python, or use their huge library of pre-built actors for popular sites. It’s as flexible as you need it to be.
Key Features:
- Custom and pre-built scrapers (Actors) for almost any site
- Cloud infrastructure, scheduling, and proxy management included
- Data export to JSON, CSV, Excel, Google Sheets, and more
- Active community and Discord support
Pricing:
Free plan with $5 of platform credit included. Paid plans start at $29/month (Starter) plus pay-as-you-go usage per apify.com/pricing.
User Feedback:
Well reviewed on G2 and Capterra. Developers love the flexibility; beginners face a learning curve.
See how Apify compares to Thunderbit
5. Decodo (formerly Smartproxy)
Overview:
Decodo (Smartproxy’s rebrand, now fully live at decodo.com) leans on value and ease of use. It combines a large proxy network with scraping APIs for general web, SERPs, e-commerce, and social media — all under one subscription, and the relaunched all-in-one Web Scraping API ships with 100+ prebuilt templates and an AI Parser.
Key Features:
- Unified scraping API for all endpoints (no more separate add-ons)
- Specialized scrapers for Google, Amazon, TikTok, and more
- User-friendly dashboard with playground and code generators
- 24/7 live chat support
Pricing:
Starts at ~$50/month for 25,000 requests. Free 7-day trial with 1,000 requests.
User Feedback:
Praised for “bang for buck” and responsive support.
6. Octoparse
Overview:
Octoparse is the no-code champion. If you hate code but love data, this point-and-click desktop app (with cloud features) lets you build scrapers visually and run them locally or in the cloud.
Key Features:
- Visual workflow builder—just click to select data fields
- Cloud extraction, scheduling, and automatic IP rotation
- Templates for popular sites and a marketplace for custom scrapers
- Octoparse AI: integrates RPA and ChatGPT for data cleaning and workflow automation
Pricing:
Free plan for up to 10 local tasks. Paid plans start at $83/month, or $69/month billed annually (cloud features, unlimited tasks). 14-day free trial for premium features.
User Feedback:
4.4/5 on G2. Loved by non-coders, but advanced users may hit limits.
7. Bright Data
Overview:
Bright Data is the big kahuna—if you need scale, speed, and every feature under the sun, this is your platform. With the world’s largest proxy network and a powerful scraping IDE, it’s built for enterprise.
Key Features:
- 400M+ IPs (residential, mobile, ISP, datacenter)
- Web Scraper IDE, pre-built data collectors, and ready-to-buy datasets
- Advanced anti-bot, CAPTCHA solving, and headless browser support
- Compliance and legal focus (Ethical Web Data initiative)
Pricing:
Pay-as-you-go for the Web Scraper API is $1.50 per 1,000 records, with a Scale plan at $499/month including 384,000 records and $1.30 per 1,000 records above that. You only pay for successful deliveries. A free tier of 5,000 records per month is available without a credit card. Proxy products are sold separately on a per-GB basis. See brightdata.com/pricing/web-scraper for current numbers.
User Feedback:
Praised for performance and features, but the pricing and complexity can be a hurdle for smaller teams.
8. WebAutomation
Overview:
WebAutomation is a cloud-based platform designed for non-developers. With a marketplace of pre-built extractors and a no-code builder, it’s perfect for business users who want data, not code.
Key Features:
- Pre-built extractors for popular sites (Amazon, Zillow, etc.)
- No-code extractor builder with point-and-click UI
- Cloud-based scheduling, data delivery, and maintenance included
- Row-based pricing (pay for what you extract)
Pricing:
Project plan at $74/month (~400k rows/year), pay-as-you-go at $1 per 1,000 rows. 14-day free trial with 10 million credits.
User Feedback:
Users love the ease of use and transparent pricing. Support is helpful, and maintenance is handled by the team.
9. ScrapeHero
Overview:
ScrapeHero started as a custom scraping consultancy and now offers a self-service cloud platform. You can use pre-built scrapers for popular sites or request fully managed projects.
Key Features:
- ScrapeHero Cloud: pre-built scrapers for Amazon, Google Maps, LinkedIn, and more
- No-code operation, scheduling, and cloud delivery
- Custom solutions for unique needs
- API access for programmatic integration
Pricing:
Cloud plans start as low as $5/month. Custom projects from $550 per site (one-time).
User Feedback:
Praised for reliability, data quality, and support. Great for scaling from DIY to managed solutions.
10. Sequentum
Overview:
Sequentum is the enterprise Swiss army knife—built for compliance, auditability, and massive scale. If you need SOC-2 certification, audit trails, and team collaboration, this is your tool.
Key Features:
- Low-code agent designer (point-and-click plus scripting)
- Cloud-based SaaS or on-premise deployment
- Built-in proxy management, CAPTCHA solving, and headless browsers
- Audit trails, role-based access, and SOC-2 compliance
Pricing:
Pay-as-you-go ($6/hour runtime, $0.25/GB export), Starter plan at $199/month. $5 free credit on signup.
User Feedback:
Enterprises love the compliance features and scalability. There’s a learning curve, but support and training are top-notch.
11. Grepsr
Overview:
Grepsr is a managed data extraction service—just tell them what you need, and they’ll build, run, and maintain the scrapers for you. Perfect for businesses that want data without the technical hassle.
Key Features:
- Managed extraction (“Grepsr Concierge”)—they set up and maintain everything
- Cloud dashboard for scheduling, monitoring, and downloading data
- Multiple output formats and integrations (Dropbox, S3, Google Drive)
- Pay per data record (not per request)
Pricing:
Starter pack at $350 (one-time extraction), recurring subscriptions are custom-quoted.
User Feedback:
Clients love the hands-off experience and responsive support. Great for non-technical teams and those who value time over tinkering.
Quick Comparison Table: Top Web Scraping APIs
Here’s the cheat sheet for all 11 platforms:
| Platform | Supported Data Types | Starting Price | Free Trial | Ease of Use | Support | Notable Features |
|---|---|---|---|---|---|---|
| Thunderbit | Web pages, Markdown, structured JSON | Free / $16/mo billed yearly | 600 one-time units | API + no-code | Basic/priority by plan | Distill, JSON Schema extraction, batch jobs, webhooks |
| Oxylabs | Web, SERP, e-com, real estate | $49/mo | 7 days/5k req | Dev-oriented | 24/7, enterprise | OxyCopilot AI, huge proxy pool, geo-targeting |
| ScrapingBee | General web, JS, CAPTCHA | $49/mo | 1k credits | Simple API | Email, forums | Headless Chrome, stealth proxies |
| Apify | Any web, pre-built/custom | Free/$29/mo + usage | Forever free | Flexible, complex | Community, Discord | Actor marketplace, cloud infra, integrations |
| Decodo | Web, SERP, e-com, social | $50/mo | 7 days/1k req | User-friendly | 24/7 live chat | Unified API, code playground, great value |
| Octoparse | Any web, no-code | Free/$69/mo | 14 days | Visual, no-code | Email, forum | Point-and-click UI, cloud, Octoparse AI |
| Bright Data | All web, datasets | $1.50/1k records | 5K rec/mo | Powerful, complex | 24/7, enterprise | Largest proxy net, IDE, ready datasets |
| WebAutomation | Structured, e-com, real estate | $74/mo | 14 days/10M rows | No-code, templates | Email, chat | Pre-built extractors, row-based pricing |
| ScrapeHero | E-com, maps, jobs, custom | $5/mo | Yes | No-code, managed | Email, tickets | Cloud scrapers, custom projects, Dropbox delivery |
| Sequentum | Any web, enterprise | $0/$199/mo | $5 credit | Low-code, visual | High-touch | Audit trails, SOC-2, on-prem/cloud |
| Grepsr | Any structured, managed | $350 one-time | Sample run | Fully managed | Dedicated rep | Concierge setup, pay per data, integrations |
Choosing the Right Web Scraping Tool for Your Business
So, which tool should you pick? Here’s how I break it down for teams I advise:
-
If you want no code, fast setup, and AI-powered field extraction:
Use the Thunderbit AI Web Scraper when operators need to define, review, and export data visually. Octoparse and WebAutomation are also worth testing when you prefer a conventional visual workflow or marketplace of pre-built extractors.
-
If you need clean web content or structured JSON inside a product or agent:
Start with the Thunderbit Web Scraper API when schema-driven extraction and low selector maintenance matter. ScrapingBee is a straightforward rendering API; Apify offers a broader programmable platform; Oxylabs and Bright Data offer deeper proxy and enterprise infrastructure.
-
If you need maximum browser or proxy control:
Choose a proxy-first API or custom browser automation stack. You will own more setup and maintenance, but you can tune sessions and interactions at a lower level.
-
If you need compliance, auditability, or enterprise features:
Sequentum is built for you. It’s pricier, but worth it for regulated industries.
-
If you just want someone else to handle everything:
Grepsr or ScrapeHero’s managed services are the way to go. You pay a bit more, but your blood pressure will thank you.
And if you’re still not sure, most of these platforms offer free trials—so take them for a spin!
Key Takeaways
- Web scraping APIs are now essential for data-driven business — Mordor Intelligence's 2026 report put the market at $1.03 billion in 2025 and projects it to roughly double by 2030, with AI training data, e-commerce intelligence, and SERP monitoring as the main growth drivers.
- The workflow matters more than the label. Use a no-code app for operator-led jobs, an API for embedded or agent-driven workflows, custom code for unusual browser control, and a managed service when you want to outsource delivery.
- Each API/platform has its strengths:
- Thunderbit for AI-based Distill and schema-driven Extract workflows
- Oxylabs and Bright Data for scale and reliability
- Apify for flexibility
- Decodo for value
- WebAutomation for no-code
- Sequentum for compliance
- Grepsr for hands-off managed data
- Thunderbit now belongs in both the no-code and API categories. Its visual scraper serves operators, while Distill, Extract, batch jobs, and webhooks support developer and agent workflows.
- The best tool is the one that fits your workflow, budget, and technical skills. Don’t be afraid to experiment!
If you want to test the API path, start with Thunderbit Distill or Extract. If you prefer a visual workflow, use the Thunderbit AI Web Scraper. For more implementation guides, browse the Thunderbit Blog.
And remember: in the world of web data, the only thing changing faster than the websites themselves is the technology we use to scrape them. Stay curious, stay automated, and may your proxies never get blocked.
