Firecrawl Alternative
#1 Firecrawl Alternative
You crawl the same sites. Context.dev bundles bot bypass, proxy escalation, and brand intelligence in the same API. No stealth add-on, no second vendor for enrichment.
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Feature
| Feature | Context.dev | Firecrawl |
|---|---|---|
| Stealth / bot bypass | (no extra charge) | |
| Brand data | (logos, colors, fonts) | |
| AI product extraction | ||
| Scrape to Markdown | ||
| No scraping infrastructure to manage |
Firecrawl → Context.dev
Why Switch
Markdown export is not the whole product. If you want crawling, brand data, and AI answers without bolting on three more services, the tradeoffs look different.
Key difference01
Stealth is the default, not an add-on
Firecrawl sells stealth as an add-on. Context.dev runs bot detection bypass and automatic proxy escalation on every request, on every plan. Send a URL; we handle the crawl. No extra line item.
02Unique to Context.dev
Brand data no scraper gives you
Firecrawl hands you content. Context.dev also returns logos, palettes, fonts, design-system signals, and brand metadata as structured fields. One call covers scraping and the brand layer.
03Unique to Context.dev
AI extraction, not just AI formatting
Ask a natural-language question about a site and get structured answers. Pull every product from a brand's storefront in one call. Firecrawl turns HTML into Markdown; Context.dev is built to answer what the page is actually about.
04Unique to Context.dev
Image extraction Firecrawl skips
Firecrawl's Markdown path drops images. Context.dev's scrape returns every image URL on the page, deduped. No second pipeline to rebuild asset lists.
05Consolidation
One API for the whole enrichment stack
With Firecrawl you usually scrape first, then wire up enrichment elsewhere. Context.dev covers scraping, brand data, company intelligence, NAICS codes, and transaction enrichment in one API. Fewer keys, fewer invoices.
06Pricing
Simpler, predictable pricing
Context.dev does not stack mystery multipliers on "hard" sites. You pick a plan, get a monthly limit, and ship. Scraping, brand lookups, and AI extraction sit on the same subscription.
Full Comparison
| Feature | Context.dev | Firecrawl |
|---|---|---|
| Web Scraping | ||
| Scrape to Markdown | ||
| Scrape raw HTML | ||
| Extract images from page | ||
| Crawl sitemap / URL discovery | ||
| Stealth & Reliability | ||
| Bot detection bypass (included) | + add-on | |
| Automatic proxy escalation (included) | + add-on | |
| JavaScript rendering | ||
| No extra charge for stealth | ||
| Brand Intelligence | ||
| Logo extraction | ||
| Color palette extraction | ||
| Font extraction | ||
| Design system / style guide | ||
| Website screenshot | ||
| AI Extraction | ||
| AI website query (natural language) | ||
| AI product extraction from URL | ||
| Bulk product extraction from domain | ||
| LLM-ready output (Markdown) | ||
| Company & Domain Data | ||
| Brand lookup by domain | ||
| Brand lookup by email address | ||
| Brand lookup by stock ticker / ISIN | ||
| NAICS industry classification | ||
| Transaction / merchant enrichment | ||
| Developer Experience | ||
| REST API | ||
| TypeScript SDK | ||
| Python SDK |
Ready to ditch Firecrawl?
Switch in minutes. Same general REST workflow, better coverage. Stealth is on every plan: no add-on product and no hidden credit line for it.