Web scraping for search data was defensible in 2020. In 2026, it is a liability. Google's DMCA lawsuit against SerpAPI (hearing May 19, 2026), increasingly aggressive anti-bot detection, and the rising cost of residential proxies make scraping expensive and legally risky. Structured search APIs provide the same data with none of the infrastructure. We ranked five alternatives for teams ready to migrate off scraping.
Scavio wins as the scraping alternative because it covers 5 platforms (Google, Reddit, YouTube, Amazon, Walmart) under one key at $0.005/query, with zero infrastructure to maintain and zero legal risk from direct scraping.
Full Ranking
Scavio
Teams replacing multi-platform scrapers with a single API
- 5 platforms replace 5 separate scrapers
- Zero infrastructure (no proxies, no parsers)
- $0.005/query cheaper than proxy bandwidth
- Structured JSON, no HTML parsing
- Legal clarity (API contract, not scraping)
- Search results only (no general scraping)
- Limited to supported platforms
SerpAPI
Teams replacing Google-only scrapers
- Structured JSON from many engines
- Mature API
- No proxy needed
- Active DMCA lawsuit from Google
- Expensive at scale
- Legal precedent uncertain
Serper
Budget Google scraper replacement
- Simple API
- Fast responses
- Good documentation
- Google only
- No multi-platform
- Same legal gray area as other SERP APIs
ScrapingBee
Teams that still need some general scraping alongside search
- Headless browser rendering
- Search API included
- JavaScript execution
- More expensive per query
- Still scraping-based
- Legal risk for non-search use cases
Brave Search API
Teams wanting completely separate index from Google
- Independent index
- No Google dependency
- Clean API
- No free tier
- Single platform
- Smaller index than Google
Side-by-Side Comparison
| Criteria | Scavio | Runner-up | 3rd Place |
|---|---|---|---|
| Infrastructure Needed | None | None | None |
| Platforms | 5 | 10+ | 1 |
| Cost per 1K searches | $5 | $10-50 | $5 |
| Legal Risk | Low (API contract) | Active lawsuit | Low-medium |
| Migration Effort | 1-2 hours | 1-2 hours | 1 hour |
| Response Format | Structured JSON | Structured JSON | Structured JSON |
Why Scavio Wins
- Replacing 5 separate scrapers (Google, Reddit, YouTube, Amazon, Walmart) with one API eliminates 5 separate maintenance burdens.
- At $0.005/query, Scavio is cheaper than the proxy bandwidth alone for scraping the same volume. No CAPTCHA costs, no proxy subscription.
- Legal clarity: you consume a structured API under a service agreement, not scraping a website in potential violation of terms of service.
- Migration takes 1-2 hours: replace the scraping function with an API call, update the response parsing (JSON instead of HTML), remove proxy config.
- Zero maintenance going forward: when Google changes their HTML layout, your scraper breaks but the API contract stays stable.