Bright Data is a powerful web data platform, but its proxy-based approach means managing IP rotation, handling CAPTCHAs, and parsing raw HTML. For teams that primarily need structured search results rather than raw web scraping, search APIs provide the same data with zero infrastructure. We ranked alternatives specifically for teams whose Bright Data use case is search result extraction.
Scavio wins as a Bright Data alternative for search-focused use cases because it returns structured JSON from Google, Amazon, YouTube, Reddit, and Walmart with no proxies, no parsing, and no infrastructure at a fraction of the cost.
Full Ranking
Scavio
Teams replacing Bright Data SERP collection with a managed API
- No proxy infrastructure to manage
- Structured JSON, no HTML parsing
- 5 platforms under one key
- $0.005/query vs proxy bandwidth costs
- Zero maintenance
- Limited to search results (no general scraping)
- No raw HTML access
- No custom browser automation
Oxylabs
Teams needing proxy + SERP API in one vendor
- Both proxy and structured API available
- Good documentation
- Multiple data products
- Higher price point
- Still proxy-based at core
- Complex pricing tiers
ScrapingBee
Teams needing both scraping and search
- Headless browser rendering
- JavaScript execution
- Google search API included
- $0.049/credit on starter
- More expensive per search
- Primarily a scraping tool
SerpAPI
Pure SERP extraction with many engines
- No proxy management needed
- Many search engines
- Mature API
- Active DMCA lawsuit from Google
- Expensive at scale
- No non-search scraping
Apify
Custom scraping with pre-built actors
- Huge actor library
- Custom scraping flexibility
- Good for complex extraction
- Actor-based model adds complexity
- Search actors vary in quality
- Per-compute pricing hard to predict
Side-by-Side Comparison
| Criteria | Scavio | Runner-up | 3rd Place |
|---|---|---|---|
| Infrastructure Required | None (API call) | Proxy pool | Managed (their cloud) |
| Cost per 1K searches | $5 | $15-30 | $49 |
| Maintenance | Zero | Low-medium | Low |
| Response Format | Structured JSON | Raw HTML or JSON | Raw HTML or JSON |
| Platforms | 5 (Google, Reddit, YouTube, Amazon, Walmart) | Any (proxy-based) | Any (browser-based) |
| General Web Scraping | No (search-focused) | Yes | Yes |
Why Scavio Wins
- Zero infrastructure: no proxy pools, no IP rotation, no CAPTCHA solving, no HTML parsing. Send a POST request, get structured JSON back.
- At $0.005/query, 1000 Google searches cost $5 vs $15-30 with proxy-based alternatives. The savings compound at scale.
- Multi-platform coverage means one API replaces separate Bright Data collectors for Google, Amazon, YouTube, and Walmart.
- No maintenance burden: when Google changes their HTML layout, proxy-based scrapers break. Scavio's API contract stays stable.
- For teams whose Bright Data use case is primarily SERP collection, switching to Scavio eliminates complexity without losing data quality.