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What it does

Context.dev is a web scraping API for AI agents that returns LLM-ready Markdown, structured JSON, screenshots, and typed company data, and supports site crawling, URL mapping, batching, and change monitoring.

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Two ratings

SiteList review score

A clear developer product surface with strong discovery paths. Clarify the primary journey and reduce the heavy, blocking page load.

Reviewed on Oct 15, 2026

Why this score? →

Screenshots

Captured during our latest review on Oct 15, 2026

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Pricing · brand.dev
Use cases · brand.dev
Blog · brand.dev

Pricing details

Plans include Free with 1,000 API credits per month, Developer at $19/mo, Pro at $99/mo, Growth at $299/mo, and Scale at $499/mo; Enterprise is contact-based. Annual billing saves two months compared with monthly billing. Billed monthly. free plan · Free tier includes 1,000 API credits per month with no credit card required.

PlanPriceDetails
Free$0 monthly per API credits

Free plan for testing. 1,000 API credits per month

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Developer$19 monthly per API credits

Plan for a first workflow.

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Pro$99 monthly per API credits

Plan for steady production usage.

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Growth$299 monthly per API credits

Higher-capacity plan between Pro and Scale.

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Scale$499 monthly per API credits

Plan for high-volume traffic. Self-serve SSO / SAML

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EnterpriseAPI credits

For custom volume, limits, procurement, or support. More than 2M credits per month

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Key features

  • Scrape

    Web data API

    Scrapes URLs into LLM-ready content.

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  • Web search

    Web data API

    Searches the live web for AI agents and LLM applications.

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  • Map domains

    Web data API

    Discovers URLs across a website before scraping.

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  • Run batches

    Web data API

    Scrapes thousands of URLs or crawls entire websites.

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  • Answers from the web

    Web data API

    Produces structured answers and sources for research questions.

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  • Create monitors

    Web data API

    Watches the web for changes and sends updates.

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  • Retrieve brand data

    Web data API

    Provides company profiles and website design-system data.

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  • CLI

    Developer tools

    Command-line interface listed under build tools.

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  • MCP

    Developer tools

    MCP integration listed under build tools.

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Who it’s for

  • Crawl the web

    Return every page of a site as clean Markdown.

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  • Monitor everything

    Track changes to web pages and receive updates.

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  • Feed RAG pipelines

    Provide fresh Markdown from documents, help centers, and websites for indexing.

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  • Ground AI agents

    Give agents live web search and fetch tools with sources.

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  • Research agents

    Build research agents with cited answers from the web.

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  • Automatic personalization

    Use web data for personalization workflows.

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Integrations

  • AI tools

    developer tools

    Integration category for AI tools.

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  • Agent frameworks

    developer tools

    Integration category for agent frameworks.

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  • Zapier

    automation

    Automation integration.

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  • Make

    automation

    Automation integration.

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  • Google Sheets

    storage

    Spreadsheet integration.

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  • Excel

    storage

    Spreadsheet integration.

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  • TypeScript SDK

    developer tools

    Official language SDK.

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  • Python SDK

    developer tools

    Official language SDK.

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  • Ruby SDK

    developer tools

    Official language SDK.

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  • Go SDK

    developer tools

    Official language SDK.

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  • PHP SDK

    developer tools

    Official language SDK.

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Buyer questions

Questions buyers actually ask

Is there a free tier?

Yes. The free tier includes 1,000 API credits per month, enough for 1,000 standard scrapes, plus 10K one-time Logo Link requests, with no credit card required.

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How do API credits work?

Scrape starts at 1 credit, or 2 with browser actions. Structured JSON extraction against your schema adds 4 when it succeeds, so 5 credits per page. Highlights and Product add 1, and PDF OCR adds 1 per recovered page.

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Can I crawl an entire website?

Yes. Crawl discovers and scrapes up to 500 pages into Markdown in one call, with controls for depth, page count, URL patterns, and subdomains.

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What SDKs are available?

The site provides official SDKs for TypeScript, Python, Ruby, Go, and PHP.

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Do you offer annual billing?

Yes. Annual billing saves two months compared with monthly billing on every paid plan.

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Product FAQ information · View source

The expert review

Brand.dev scores 70/100, rounded from 69.9, for a strong developer-facing product surface with clear paths across APIs, use cases, pricing, docs, and signup. Its most material weaknesses are the heavy performance path and the need to make product identity and the highest-value journey more explicit.

70/100, rounded from 69.9: capable platform, with clear gaps to fix

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Verified user reviews

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Reviews are from the SiteList community. Some reviewers received incentives — disclosed in the review, always. The verdict is never for sale.

Scores across 13 dimensions

Brand & experience

Performance

Content & editorial

Trust & decision surfaces

Search & discoverability

Docs & measurement

Domain
brand.dev
Category
Web scraping & extraction
Pricing
Usage-based · $19–$499
Platforms
web, api
Founded
2025
HQ
Wilmington, Delaware, United States
Last checked
Oct 15, 2026
Public dimensions
13

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