16 KiB
16 KiB
Web Scraping & Search API Comparison
Prepared for: IT Pro Partner (MSP — debt recovery, WISP, trucking, track events) Current setup: Firecrawl Starter (1,000 credits/mo), considering upgrade to 5,000 credits Goal: Find complementary/replacement APIs for government site scraping, Google search, and JS-rendered pages
1. Tavily — AI-Native Search API
URL: https://tavily.com | Docs: https://docs.tavily.com
| Attribute | Detail |
|---|---|
| Problem it solves | Real-time web search + content extraction optimized for AI agents/RAG. Complements Firecrawl's crawl/scrape with semantic search. |
| Free tier | Researcher: Free — 1,000 API credits/month, no credit card |
| Paid tiers | Pay As You Go: $0.008/credit. Project: $30/mo for 4,000 credits. Enterprise: Custom. |
| APIs | /search, /extract, /crawl, /map, /research |
| JS rendering | ❌ No headless browser. Cannot render JavaScript-heavy pages. Returns search-engine-level content. |
| Rate limits | Soft per-plan limits, credits-based |
| API quality | Excellent REST API with Python/JS SDKs, MCP server, 180ms p50, 99.99% SLA |
| Best use case | Grounding AI agents with real-time web search, RAG pipelines, semantic content extraction |
| Firecrawl gap | Tavily is a search engine, not a JS scraper. Complements Firecrawl for discovery phase. |
2. SerpAPI — Google/Bing Search Results API
URL: https://serpapi.com
| Attribute | Detail |
|---|---|
| Problem it solves | Structured Google/Bing/etc. search results without getting blocked. 50+ specialized endpoints (Maps, Shopping, Flights, Hotels, Jobs, Scholar, Patents, Images, News, etc.). |
| Free tier | 100 searches/month |
| Paid tiers | Starts at ~$50/mo (5,000 searches). Higher tiers scale up. Enterprise available. |
| JS rendering | ✅ Yes — returns rendered search result pages. But not a general-purpose page scraper. |
| API quality | Mature REST API (since 2015), excellent docs, broad language support, proxy rotation built-in |
| Best use case | Getting clean Google/Bing SERP data for SEO, competitor research, local business data |
| Firecrawl gap | SerpAPI specializes in search engine result pages only. Use it when you need Google Maps reviews, Google Shopping prices, or Google Scholar data. Does NOT scrape arbitrary websites. |
3. Serper — Google Search API
URL: https://serper.dev
| Attribute | Detail |
|---|---|
| Problem it solves | Fast, cheap Google search results. Lighter/faster alternative to SerpAPI. |
| Free tier | 2,500 searches/month free |
| Paid tiers | Starts at ~$50/mo for 50,000 searches. Scales up. |
| JS rendering | ❌ No — returns search results only |
| API quality | Simple REST API, very fast (<1s responses), good docs |
| Best use case | High-volume Google search lookups on a budget. Much cheaper than SerpAPI per-query. |
| Firecrawl gap | Pure search API. Cheaper than SerpAPI for basic Google searches. No page scraping. |
4. ScrapingBee — Headless Browser Scraping API
URL: https://www.scrapingbee.com
| Attribute | Detail |
|---|---|
| Problem it solves | Full JS rendering via headless Chrome + rotating proxies + CAPTCHA handling. Direct Firecrawl competitor/complement for JS-heavy sites. |
| Free tier | 1,000 API credits (one-time trial, no card) |
| Paid tiers | Freelance: $49/mo (250K credits). Startup: $99/mo (1M credits). Business: $249/mo (3M credits). Business+: $599/mo (8M credits). Custom: Enterprise. |
| Credit costs | JS rendering = 5 credits/request. Premium proxies = 10-25 credits/request. Basic = 1 credit. |
| Features | JS rendering ✅, rotating proxies ✅, geotargeting ✅, screenshots ✅, extraction rules ✅, Google Search API ✅, Amazon/Walmart/YouTube dedicated scrapers ✅ |
| Concurrency | Freelance: 50, Startup: 100, Business: 200, Business+: 400 |
| API quality | Excellent REST API, well-documented, Python/JS/PHP SDKs. Dedicated scraping APIs for Amazon, Google, YouTube, Walmart, ChatGPT. |
| Best use case | JS-heavy government sites (Texas Legislature, court records), e-commerce scraping, any site that blocks simple HTTP requests |
| Firecrawl gap | ScrapingBee is a direct Firecrawl alternative for JS rendering. Cheaper per-credit than upgrading Firecrawl to 5,000 credits ($50-$100/mo unknown). Startup plan ($99/mo) gives 1M credits vs Firecrawl Starter's 1,000 credits — massive difference in volume. |
Verdict: ✅ RECOMMENDED — Best all-around JS rendering alternative to Firecrawl.
5. ScrapingAnt — Headless Chrome Scraping API
| Attribute | Detail |
|---|---|
| Problem it solves | Headless Chrome + 3M+ rotating proxies + AI extraction + MCP server — all under one credit pool. Direct Firecrawl competitor. |
| Free tier | 10,000 credits/month — no credit card required |
| Paid tiers | 100K credits: $19/mo. 500K credits: $49/mo. 3M credits: $249/mo. 8M credits: $599/mo. 10M+ credits: $699+/mo. |
| Credit costs | Default (Chrome + standard proxy) = 10 credits/request. Cheaper non-JS requests available. Residential proxies billed separately by GB. |
| Features | Headless Chrome ✅, 3M+ rotating proxies ✅ (residential + datacenter), AI data extraction ✅, LLM-ready markdown ✅, MCP server ✅ (Claude/Cursor/Windsurf), custom datasets ✅ |
| Free tier | Generous 10K free credits beats almost everyone |
| API quality | Clean REST API, MCP server for AI agents, docs at docs.scrapingant.com, Intercom support |
| Best use case | JS-heavy government sites, AI agent scraping (MCP integration), high-volume scraping on a budget |
| Firecrawl gap | Direct Firecrawl competitor. $19/mo for 100K credits vs Firecrawl Starter's 1,000 credits is 100x more volume for a fraction of the cost. Also includes MCP server for AI agents. |
Verdict: ✅ STRONGLY RECOMMENDED — Best value replacement for Firecrawl. 10K free credits, $19/mo for 100K.
6. Jina AI Reader — URL-to-Markdown API
| Attribute | Detail |
|---|---|
| Problem it solves | Converts any URL to clean LLM-friendly markdown. Excellent for RAG pipelines and feeding web content to AI models. |
| Free tier | 10 million free tokens to start. Free tier: 100 RPM, 100K TPM, 2 concurrent requests. |
| Paid tiers | Paid: 500 RPM, 2M TPM, 50 concurrent. Premium: 5,000 RPM, 50M TPM, 500 concurrent. Token-based billing. |
| JS rendering | ❌ No headless browser — reads server-rendered HTML only |
| API quality | Excellent token-based API. Also offers embeddings, reranker. Simple GET endpoint. |
| Best use case | Converting documentation, articles, and static pages to LLM-ready markdown. RAG content ingestion. |
| Firecrawl gap | Jina is not a scraper — it's a content transformer. If a page loads fine with HTTP, Jina gives you cleaner output than Firecrawl. But won't help with JS-rendered sites. |
7. Brave Search API — Independent Search Index
URL: https://brave.com/search/api/
| Attribute | Detail |
|---|---|
| Problem it solves | Google-independent search index with no API quotas like Google's. Own index, less SEO spam. |
| Free tier | $5 in free credits/month (approx 1,000 requests). Credit card required even for free plan (anti-fraud). |
| Paid tiers | $5/1,000 requests (standard). $4/1,000 requests + $5/M tokens (with AI summary). |
| JS rendering | ❌ No — search-only API |
| API quality | Clean REST API, websearch endpoint, summary endpoint, image search. Independent index — not just Google/Bing reseller. |
| Best use case | Search without Google dependency. Good for "we scrape everything" MSP use cases where you want result diversity. |
| Firecrawl gap | Pure search API. The independent index is its main differentiator vs Google-dependent alternatives. Very affordable ($5 covers ~1K searches). |
8. Apify — Full Scraping Platform
URL: https://apify.com
| Attribute | Detail |
|---|---|
| Problem it solves | Full scraping platform with 2,000+ pre-built "Actors" (scrapers for any site). Web IDE, scheduling, proxy management, and compute platform all-in-one. |
| Free tier | $5 free usage/month ($0.20/compute unit), no credit card |
| Paid tiers | Starter: $29/mo ($29 spend). Scale: $199/mo ($199 spend). Business: $999/mo ($999 spend). Compute unit pricing drops at higher tiers ($0.20 → $0.16 → $0.13). |
| JS rendering | ✅ Yes — full headless Chrome via Crawlee/Playwright actors |
| Features | 2,000+ pre-built Actors ✅ (Website Content Crawler, Google scraper, LinkedIn scraper, Instagram, etc.), scheduling ✅, proxy rotation ✅, Crawlee library ✅, MCP server ✅, webhooks ✅ |
| API quality | Excellent. REST API, Crawlee SDK (Python/JS), webhooks, MCP integration. Open platform. |
| Best use case | "Set and forget" scraping. Use pre-built Actors for common sites. Build custom Actors for niche sites. Good for recurring scraping jobs. |
| Firecrawl gap | Apify is a platform, not just an API. The pre-built Actors mean you can scrape LinkedIn, Instagram, Google Maps etc. without writing code. More complex but far more powerful for ongoing scraping operations. |
Verdict: ✅ RECOMMENDED — Best for recurring, complex scraping workflows with pre-built Actors.
9. Browserbase — Cloud Browser Automation
URL: https://www.browserbase.com
| Attribute | Detail |
|---|---|
| Problem it solves | Cloud-hosted headless browsers with AI-powered automation (Stagehand SDK). Playwright/Puppeteer/Selenium compatible. Full browser control in the cloud. |
| Free tier | Developer (free): 3 agent runs/mo, 1,000 Fetch API calls, 1,000 Search API calls, $5 in model tokens, 7-day data retention |
| Paid tiers | Startup: 15 agent runs. Team: 50 agent runs. Enterprise: Custom. Fetch API: $1/1k calls (basic), $4/1k (with proxies). Extract: $4/1k, $7/1k (with proxies). Search: $7/1k requests. Proxies: $12/GB (overage). |
| JS rendering | ✅ Yes — full Playwright/Puppeteer control. This is a full browser in the cloud. |
| Features | Captcha solving ✅, Model Gateway ✅ (benchmark models against web workflows), stealth mode ✅, session recording ✅, custom proxies ✅, SOC 2 ✅, Stagehand AI SDK ✅ |
| API quality | Excellent. REST API + WebSocket, Stagehand SDK (TS/JS), connects with LangChain/CrewAI/Mastra. |
| Best use case | Agentic browser automation — when you need to interact with sites (click, fill forms, login). Government portal workflows. AI agent web tasks. |
| Firecrawl gap | Browserbase is not a scraping API — it's a cloud browser. Use it when you need to interact with JS-heavy sites dynamically (e.g., submit court record search forms, navigate multi-step government portals). Firecrawl can't do this at all. |
Verdict: ✅ RECOMMENDED — Best for interactive browser automation (form fills, logins, multi-step government site workflows).
Comparison Matrix
| Service | Free Tier | Entry Price | Volume (entry) | JS Rendering | Search | Scraping | Best For |
|---|---|---|---|---|---|---|---|
| Firecrawl (current) | 500 credits | ? | 1,000/mo | ✅ | ✅ | ✅ | General web data — your existing pipeline |
| Tavily | 1,000 credits | $0.008/credit | 1,000/mo free | ❌ | ✅ | ✅ | AI agent search/RAG |
| SerpAPI | 100 searches | ~$50/mo | 5,000/mo | ✅ (SERP) | ✅ | ❌ | Google SERP data |
| Serper | 2,500 searches | ~$50/mo | 50,000/mo | ❌ | ✅ | ❌ | High-volume Google search |
| ScrapingBee | 1,000 credits | $49/mo | 250K/mo | ✅ (5cr/req) | ✅ | ✅ | JS rendering — best Firecrawl alternative |
| ScrapingAnt | 10,000 credits | $19/mo | 100K/mo | ✅ (10cr/req) | ✅ | ✅ | Best value Firecrawl replacement |
| Jina AI Reader | 10M tokens | Token-based | Free tier generous | ❌ | ❌ | ✅ (limited) | URL→Markdown for LLMs |
| Brave Search | $5/mo credit | $5/1K req | ~1K/mo free | ❌ | ✅ | ❌ | Independent search, low cost |
| Apify | $5 usage | $29/mo | Platform pricing | ✅ | ✅ | ✅ | Recurring/complex scraping workflows |
| Browserbase | 3 agent runs | Usage-based | 1K fetch free | ✅ Full browser | ✅ | ✅ | Interactive browser automation |
Strategic Recommendations
Tier 1: Critical Additions — Add Now
1. ScrapingAnt — Primary Firecrawl complement/replacement
- Why: $19/mo for 100K credits vs Firecrawl's ~$50-100 for 5,000. 10,000 free credits/month to try. Headless Chrome + rotating proxies handle any JS-heavy government site. MCP server for AI agents is a bonus.
- Use for: Texas Legislature scraping, court records, any JS-heavy government/agency site
- Cost: Free to start, $19/mo for 100K credits
2. Browserbase — Interactive government portal automation
- Why: Government sites often need form submission (search case number, enter parameters) — not just page loading. Browserbase gives full Playwright control in the cloud with captcha solving and stealth mode.
- Use for: Court record searches that require form submission, multi-step government workflows, login-gated agency portals
- Cost: Free tier (3 agent runs, 1K fetch) to start
Tier 2: Add When Needed
3. Brave Search API — Independent web search
- Why: $5/mo free credits covers ~1K searches. Independent index avoids Google dependency. Complements Tavily/Firecrawl for content discovery.
- Use for: General web search for MSP research, finding resources across your business lines
- Cost: ~$5/mo effectively free
4. Apify — Recurring/complex scraping
- Why: Pre-built Actors for LinkedIn, Google Maps, Instagram, etc. If you need to scrape these platforms regularly, Apify saves massive development time.
- Use for: Regular monitoring of competitors, directory scraping, social media data
- Cost: $29/mo to start
Tier 3: Nice-to-Have
5. Tavily — AI search (if you're building AI agents)
- Why: Excellent for RAG/agent search. Free tier covers evaluation. If you're not building AI agents yet, skip this.
- Use for: AI-powered search within your ops portal
- Cost: Free tier available
6. Jina AI Reader — Clean markdown for LLMs
- Why: If you're feeding scraped content into LLMs, Jina's markdown output is cleaner than raw HTML. Only useful for non-JS pages.
- Use for: LLM content ingestion pipeline
- Cost: 10M free tokens to start
Cost-Benefit Analysis: Firecrawl Upgrade vs Alternatives
| Scenario | Firecrawl Upgrade (5K credits) | ScrapingAnt (100K credits) | Savings |
|---|---|---|---|
| Monthly volume | 5,000 credits | 100,000 credits | 20x more volume |
| Estimated cost | ~$50-100/mo | $19/mo | 60-80% cheaper |
| JS rendering | ✅ | ✅ (Chrome included) | Same |
| Free trial | None mentioned | 10,000 credits free | Risk-free trial |
Bottom line: Adding ScrapingAnt ($19/mo for 100K credits) as a Firecrawl supplement gives you 20x more scraping capacity for less money. The 10K free credits let you test with zero risk.
Use Case Quick Reference
| Use Case | Recommended API | Why |
|---|---|---|
| Texas Legislature bill tracking | ScrapingAnt or ScrapingBee | JS-heavy legislative sites need headless Chrome |
| Court record searches (forms) | Browserbase | Need to submit forms, handle redirects, solve CAPTCHAs |
| Google Maps/MAPS data | SerpAPI or Apify | Specialized Actors handle Maps data structure |
| General web research for MSP | Brave Search API | Independent index, $5/mo free |
| RAG/LLM content ingestion | Jina AI Reader | Cleanest markdown output for AI consumption |
| High-volume Google searches | Serper | Cheapest per-query Google search |
| Recurring social media scraping | Apify | Pre-built Actors for Instagram, LinkedIn, TikTok |
| Simple page scraping (non-JS) | Firecrawl (keep current) | Already works for basic sites |