Overview

Rating

10.0 / 10

Rating

Best For

Developers and teams building AI agents and agent workflows that need live, structured web data and brand/product context without operating scraping infrastructure.

Best For

—

Product Summary

Context.dev is web scraping API infrastructure for agents and applications, turning any website into clean Markdown, rendered HTML, screenshots, or structured JSON. Developers use it to fetch pages, crawl entire sites, extract data, and monitor the web for changes through one API.

Product Summary

Exa is an AI-native search API that uses embeddings to find semantically similar content.

Starting Price

$0Per month

Starting Price

$7Per 1k requests

Free Trial

Yes

Free Trial

Yes

Free Version

Yes

Free Version

Website

context.dev

Website

exa.ai

Key features

Core capabilities each platform advertises.

Context.dev

Unified API for scraping (Markdown/HTML), crawling, and structured extraction
JSON Schema-validated structured data extraction
Handles JavaScript rendering, proxy rotation, and anti-bot detection
Web search with result scraping, plus image and screenshot capture
Brand intelligence (logos, colors, company details) and product-catalog normalization
Website monitoring with webhook change notifications

Exa

Data not available

Strengths and tradeoffs

What each tool does well, and the limitations to keep in mind.

Context.dev

Pros

One API consolidates scraping, structured extraction, search, and brand/product enrichment
Managed rendering, proxies, and anti-bot handling — no scraping infra to run
Structured extraction is schema-validated (JSON Schema)
Free tier to start, plus 30% off for startups and nonprofits
Enterprise tier with SSO/SAML, SCIM, and a 99.9% SLA

Cons

Newer entrant relative to established players like Bright Data, Apify, and Firecrawl
Credit-based pricing can be harder to forecast for spiky or high-volume workloads
Hosted API only — no self-hosted option like open-source alternatives (Crawl4AI, ScrapeGraphAI)
Free-tier credits are a one-time 500, not a recurring monthly allowance

Exa

Pros

Powerful semantic search capabilities
Flexible pricing for different use cases
Research agents automate complex tasks
Websets for structured data enrichment

Cons

Costs accumulate quickly with high-volume usage
Multiple pricing dimensions require careful budgeting

Context.dev or Exa — which should you choose?

Choose Context.dev if you wantChoose if you want

RAG and knowledge-base ingestion from live web pages
Agent research and context gathering
Brand and company data enrichment
Merchant identification from transaction data
Website change detection and monitoring

Choose Exa if you wantChoose if you want

Data not available

Compare Context.dev and Exa on your own traffic

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Context.dev vs Exa (2026)

Overview

Key features

Strengths and tradeoffs

Context.dev or Exa — which should you choose?

Compare Context.dev and Exa on your own traffic

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