2026 Rankings

Best ScrapingAnt Alternatives for Structured Data in 2026

ScrapingAnt alternatives for structured data extraction. We compared pricing, data quality, and platform coverage across five tools.

ScrapingAnt charges 1-125 credits per request depending on complexity, making costs unpredictable for structured data pipelines. Teams extracting product data, SERP results, or business listings need alternatives with flat per-query pricing and reliable structured output. The best ScrapingAnt alternatives return clean JSON without variable credit multipliers.

Top Pick

Scavio provides structured search data across five platforms at a flat $0.005/credit with no variable multipliers, replacing ScrapingAnt for teams that need predictable pricing on SERP and product data.

Full Ranking

#1Our Pick

Scavio

Free 250/mo; $30/mo for 7K; $0.005/credit

Teams needing flat-rate structured SERP and product data

Pros
  • Flat $0.005/credit (no multipliers)
  • Five platforms structured output
  • 250 free/mo to evaluate
  • MCP + REST dual interface
  • Predictable billing
Cons
  • Search-focused (not general scraping)
  • No raw HTML mode
  • No JavaScript rendering
#2

ScrapingBee

Free 1K/mo; from $49/mo for 150K

General web scraping with proxy rotation

Pros
  • General-purpose scraper
  • JavaScript rendering
  • Proxy rotation built-in
  • Google SERP endpoint
Cons
  • Credit multipliers (5-75x for JS)
  • Expensive at scale
  • SERP is separate product
  • Complex pricing tiers
#3

Serper

2,500 free; $0.30-1.00/1K

Google SERP data at low cost

Pros
  • Cheapest Google SERP data
  • 2,500 free one-time
  • Fast responses
  • Clean JSON output
Cons
  • Google only
  • No general scraping
  • One-time free tier
  • No product data
#4

Apify

Free tier; from $49/mo

Teams needing custom scraping actors

Pros
  • Thousands of pre-built actors
  • Custom actor development
  • Scheduling and storage
  • Handles complex sites
Cons
  • Actor-based pricing is variable
  • Learning curve for custom actors
  • Expensive for simple tasks
  • Overkill for SERP data
#5

Firecrawl

Free 1K one-time; $16/mo Hobby; $83/mo Standard

Markdown extraction for RAG pipelines

Pros
  • URL-to-Markdown conversion
  • AI extraction mode
  • JavaScript rendering
  • Sitemap crawling
Cons
  • One-time free credits
  • AI extraction costs 5x base
  • No search discovery
  • No product data endpoints

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
Pricing ModelFlat $0.005/creditVariable multipliers$0.30-1.00/1K
Structured OutputYes (all endpoints)SERP endpoint onlyYes (Google)
Platforms5Any (general scraper)1 (Google)
Free Tier250/mo renewing1K/mo2,500 one-time
JavaScript RenderingNoYesNo
Billing PredictabilityHigh (flat rate)Low (multipliers)High (flat rate)

Why Scavio Wins

  • Flat $0.005/credit eliminates variable multiplier billing. ScrapingAnt charges 1-125 credits per request; Scavio charges 1 credit per search, every time.
  • Five-platform structured data from one API. Get Google SERP, Amazon products, YouTube, Walmart, and Reddit data without separate scrapers.
  • 250 free credits/mo renew monthly. Test your pipeline against real data before committing to a paid plan.
  • MCP server lets AI agents call search directly. No custom scraping actors, no browser automation, no proxy management.

Frequently Asked Questions

Scavio is our top pick. Scavio provides structured search data across five platforms at a flat $0.005/credit with no variable multipliers, replacing ScrapingAnt for teams that need predictable pricing on SERP and product 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 ScrapingAnt Alternatives for Structured Data in 2026

Scavio provides structured search data across five platforms at a flat $0.005/credit with no variable multipliers, replacing ScrapingAnt for teams that need predictable pricing on SERP and product data.