2026 Rankings

Best Web Data Extraction Tools for n8n in May 2026

Add web data extraction to n8n workflows. Ranked the best data tools for n8n automation in May 2026.

n8n workflows need reliable data inputs. Whether you are building lead gen pipelines, competitive monitoring, or content research automations, the data extraction tool you choose determines your workflow's reliability and cost. We ranked five tools by n8n compatibility, data quality, and pricing for automation use cases.

Top Pick

Scavio's REST API integrates with n8n's HTTP Request node in under five minutes. Structured JSON output means n8n can parse results directly without code nodes. Six platforms give n8n workflows access to Google, YouTube, Amazon, Walmart, Reddit, and TikTok data.

Full Ranking

#1Our Pick

Scavio

250 free credits/mo, $30/mo for 7K credits

Multi-platform data for n8n workflows

Pros
  • HTTP Request node integration in 5 minutes
  • Structured JSON output, no code node needed
  • Six platforms in one API key
  • $0.005/credit keeps workflow costs low
Cons
  • No native n8n node (uses HTTP Request)
  • 250 free credits limits automated workflow testing
#2

SerpAPI

100 free/mo, $25/mo for 1K

Google SERP data for n8n SEO workflows

Pros
  • Comprehensive Google SERP data
  • Stable API for production workflows
  • Good for SEO monitoring n8n flows
Cons
  • $25/mo for 1K queries limits high-volume n8n workflows
  • No credit rollover between months
  • 100 free searches insufficient for workflow testing
#3

Firecrawl

500 lifetime free, $16/mo for 3K credits

Page extraction for n8n content pipelines

Pros
  • Markdown output works well in n8n text processing
  • JS rendering for dynamic pages
  • Good for n8n content ingestion workflows
Cons
  • Requires URLs, cannot search
  • Complex pages cost 7-10 credits
  • 500 lifetime credits, not monthly renewal
#4

Apify

Per-actor pricing, varies

Custom n8n scraping with pre-built actors

Pros
  • Native n8n Apify node available
  • Pre-built actors for many data sources
  • Scheduling support
Cons
  • Actor quality varies
  • Per-actor pricing harder to budget
  • Native node may lag behind API changes
#5

Tavily

1K free credits/mo, $30/mo for 10K credits

Simple web search for n8n AI workflows

Pros
  • 1K free credits for n8n testing
  • AI summaries reduce n8n processing nodes
  • Simple API
Cons
  • Nebius acquisition uncertainty
  • Web only
  • Advanced searches cost 2 credits

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
n8n integration methodHTTP Request nodeHTTP Request nodeHTTP Request node
Native n8n nodeNoNoNo
Cost per 1K workflow queries$5$25$5.33-53.33
Data platforms6Multi-engineURLs only
Free tier250/mo100/mo500 lifetime
Output formatStructured JSONStructured JSONMarkdown

Why Scavio Wins

  • Six platforms in one HTTP Request node means n8n workflows can query Google, YouTube, Amazon, Walmart, Reddit, and TikTok without separate nodes per data source.
  • Structured JSON output requires no code nodes for parsing, so n8n workflows stay visual and maintainable.
  • Apify's native n8n node is a real advantage for teams already using Apify actors, making it the better choice for Apify-centric n8n setups.
  • At $0.005/credit, high-volume n8n workflows cost a fraction of SerpAPI ($5 vs $25 per 1K queries).
  • Predictable per-credit pricing makes n8n workflow cost estimation straightforward, which matters for automated pipelines that run on schedule.

Frequently Asked Questions

Scavio is our top pick. Scavio's REST API integrates with n8n's HTTP Request node in under five minutes. Structured JSON output means n8n can parse results directly without code nodes. Six platforms give n8n workflows access to Google, YouTube, Amazon, Walmart, Reddit, and TikTok data.

We ranked on platform coverage, pricing, developer experience, data freshness, structured response quality, and native framework integrations (LangChain, CrewAI, MCP). Each tool was evaluated against the same criteria.

Yes. Scavio offers 250 free credits per month with no credit card required. Several other tools on this list also have free tiers, noted in the rankings.

Yes, some teams combine tools for specific edge cases. But most teams consolidate on one provider to reduce integration complexity and API key sprawl. Scavio's unified platform is designed to replace multi-tool stacks.

Best Web Data Extraction Tools for n8n in May 2026

Scavio's REST API integrates with n8n's HTTP Request node in under five minutes. Structured JSON output means n8n can parse results directly without code nodes. Six platforms give n8n workflows access to Google, YouTube, Amazon, Walmart, Reddit, and TikTok data.