webscrape.dev

Semantic search API for AI agents, returning structured JSON

Nathan Kessler
By Nathan KesslerUpdated

Each tool is evaluated against our methodology using public docs, vendor demos, and hands-on testing.

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Exa website

What is Exa?

Exa is a web search API built for AI agents and LLM applications, returning meaning-based (semantic) results instead of keyword matches. The product includes a Search API, a Contents API that extracts relevant excerpts from pages (claiming around 90% token reduction), an Agent API for structured JSON extraction across a claimed 70M+ company index, a Deep Research mode, and an MCP server for agent integration. Exa reports sub-180ms latency ("Exa Instant") and cites customers including Cognition (Devin), HubSpot, Monday.com, AWS, Databricks, Groq, and Cursor.

Our verdict

Exa suits teams that build agents or LLM applications and want structured, ready-to-use search results instead of raw HTML; its SOC 2 Type II certification and Zero Data Retention also suit enterprise buyers. It is narrower than general-purpose scraping tools: it lacks browser automation and anti-bot bypass, so it covers search and content retrieval rather than arbitrary site access.

Categories:

AI extraction tools sit between a raw page and your database: you describe the fields you want, and a model returns structured JSON or LLM-ready markdown without hand-written selectors. They hold up well when page layouts change often, at the cost of per-request model spend and the occasional wrong field.

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How Exa compares

Tavily

Tavily is another search API for AI agents and LLM applications; it competes directly with Exa's core search product.

Firecrawl

Firecrawl targets the same AI-extraction use case: it converts web pages into clean structured data for LLM applications.

Jina Reader

Jina Reader is a comparable page-to-text conversion API aimed at making web content usable by LLMs; it overlaps with Exa's Contents API.

Comparisons

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Exa

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