Piloterr vs ScrapeGraphAI: Which is Better in 2026?
A comprehensive comparison of Piloterr and ScrapeGraphAI covering features, pricing, use cases, and which tool is the right choice for your needs.
⚡ Quick Verdict
Choose Piloterr if:
- →You want more affordable paid plans (from $1.88/mo)
- →You need 500+ named endpoints including amazon, google, indeed and walmart or pay only for successful requests, on a credit system
Choose ScrapeGraphAI if:
- →You need a broader feature set (6 features vs 5)
- →You need describe the data in a prompt instead of writing selectors or structured json output resilient to markup changes
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Piloterr vs ScrapeGraphAI: At a Glance
Pricing Comparison: Piloterr vs ScrapeGraphAI
Understanding the pricing differences between Piloterr and ScrapeGraphAI is crucial for making the right choice. Here's how their plans compare side by side.
Piloterr Pricing
ScrapeGraphAI Pricing
💡 Pricing takeaway: Both Piloterr and ScrapeGraphAI offer free tiers, making it easy to try before you buy. Compare the specific plans to find the best value for your use case.
Feature-by-Feature Comparison
Here's how every feature from Piloterr and ScrapeGraphAI stacks up.
What Makes Each Tool Unique
🔵 Unique to Piloterr
Features available in Piloterr but not in ScrapeGraphAI:
- ✓500+ named endpoints including Amazon, Google, Indeed and Walmart
- ✓Pay only for successful requests, on a credit system
- ✓Proxies, headless browsers, anti-bot, WAF and CAPTCHA bypass included
- ✓Parsed JSON or Markdown output, no parsing layer needed
- ✓SDKs, integration templates and a usage calculator
🟣 Unique to ScrapeGraphAI
Features available in ScrapeGraphAI but not in Piloterr:
- ✓Describe the data in a prompt instead of writing selectors
- ✓Structured JSON output resilient to markup changes
- ✓Page and endpoint monitors that alert on change
- ✓Concurrent crawls and per-tier request-rate ceilings
- ✓Basic and advanced proxy rotation on higher tiers
- ✓Non-expiring credit packs that stack on any subscription
Use Case Recommendations
Best for: Piloterr
Piloterr is a web-scraping platform that leads with a library of over 500 ready-made endpoints rather than a general-purpose crawler you have to configure. Named scrapers exist for Amazon, Google, Indeed, Walmart, eBay, Expedia and Costco alongside a generic website endpoint, and each returns parsed JSON or Markdown with the fields already extracted — prices, ratings, stock levels, reviews — so a pipeline can consume the output without a parsing layer of its own. The infrastructure that makes those endpoints work is included rather than billed separately: rotating datacenter proxy pools, headless browsers for JavaScript rendering, anti-bot and WAF bypass, and CAPTCHA solving, with two datacenters behind it. The billing model is the notable part for anyone who has been burned by scraping economics — you are charged per successful request, not per attempt, on a credit system with published per-1,000-result rates that fall as your subscription tier rises. There are SDKs, integration templates, a usage calculator for sizing a plan, a startup programme and a bug bounty. The vendor publishes third-party review scores on its own homepage, including a G2 rating lower than the others, which is an unusually candid thing to leave up. There is a network-status page linked from the header on every view, a Discord community, and a documented startup programme, and the vendor publishes its own dictionary and help centre alongside the API reference.
Ideal use cases:
- •Teams or individuals who need 500+ named endpoints including amazon, google, indeed and walmart
- •Teams or individuals who need pay only for successful requests, on a credit system
- •Teams or individuals who need proxies, headless browsers, anti-bot, waf and captcha bypass included
- •Teams or individuals who need parsed json or markdown output, no parsing layer needed
- •Anyone focused on web-scraping workflows
- •Anyone focused on api workflows
Best for: ScrapeGraphAI
ScrapeGraphAI is an AI-native web-scraping API that replaces brittle CSS selectors with a prompt: you say what data you want from a page and it returns structured output, so a site redesign that would have broken a traditional scraper mostly does not break this. It grew out of a widely used open-source Python library into a hosted V2 API the company describes as better, faster and cheaper than the first generation, and the commercial product wraps the extraction core in the operational parts that matter at scale — concurrent crawls, request-rate ceilings, and monitors that watch a page or endpoint and alert on change rather than requiring you to poll it yourself. Proxy rotation appears as a tiered feature, basic on the mid plan and advanced above it, which is the practical difference between scraping a cooperative site and scraping one that does not want to be scraped. Everything is metered in API credits with published rate limits per tier, and one-time credit packs stack on top of a subscription and never expire, so a spiky backfill job does not force a permanent upgrade. The company is SOC 2 Type 2 compliant and states that all requests run under that compliance boundary. Documentation, an API status page, a changelog and a comparison page are public, and there is a dedicated startup programme.
Ideal use cases:
- •Teams or individuals who need describe the data in a prompt instead of writing selectors
- •Teams or individuals who need structured json output resilient to markup changes
- •Teams or individuals who need page and endpoint monitors that alert on change
- •Teams or individuals who need concurrent crawls and per-tier request-rate ceilings
- •Anyone focused on web-scraping workflows
- •Anyone focused on structured-data workflows
🗃️ Other Data Extraction Tools to Consider
Piloterr and ScrapeGraphAI aren't the only options. Here are other popular tools in the same space:
Browse AI
No-code web scraping and monitoring tool.
Maxun
Open-source no-code platform to crawl, scrape, search, and AI-extract web data, with MCP, SDKs, and a visual recorder
Smooth
Serverless browser agent API scoring 92% on WebVoyager — proxies, sessions, and CAPTCHA solving handled
Siftly
Drop invoices or receipts in, get clean CSV, Excel, or Google Sheets data out, from $3.99/month
SocialKit
One API for YouTube, TikTok, Instagram, Facebook, X, and LinkedIn data — transcripts, stats, and profiles
AnyAPI
One key, one wallet, pay-per-request access to 1,200+ web data sources
Is one of these your tool?
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Frequently Asked Questions
Is Piloterr better than ScrapeGraphAI?
It depends on your needs. Piloterr offers 5 key features including 500+ named endpoints including Amazon, Google, Indeed and Walmart and Pay only for successful requests, on a credit system, while ScrapeGraphAI provides 6 features including Describe the data in a prompt instead of writing selectors and Structured JSON output resilient to markup changes. Piloterr uses a freemium model with a free tier, while ScrapeGraphAI is freemium with free access available. Choose based on which features and pricing model align with your requirements.
Is Piloterr cheaper than ScrapeGraphAI?
Piloterr is cheaper, starting at $1.88/month compared to ScrapeGraphAI's $20/month. Both tools offer free tiers, so you can try each before committing. Always check the official websites for the most current pricing.
Can I use Piloterr and ScrapeGraphAI together?
Yes, many users combine Piloterr and ScrapeGraphAI in their workflow. Piloterr excels at 500+ named endpoints including amazon, google, indeed and walmart, while ScrapeGraphAI shines with describe the data in a prompt instead of writing selectors. Using both allows you to leverage the strengths of each tool, though this means managing two subscriptions — though free tiers can help manage costs.
What's the main difference between Piloterr and ScrapeGraphAI?
While both are data extraction tools, Piloterr emphasizes 500+ named endpoints including amazon, google, indeed and walmart, whereas ScrapeGraphAI is known for describe the data in a prompt instead of writing selectors. The best choice depends on your specific workflow and feature priorities.
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