The unified API for web scraping and AI-powered data extraction.

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March 23, 2026

2026 Rank: #711

Context.dev

United States Context.dev Web scraping

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The unified API for web scraping and AI-powered data extraction.

Data Extraction Web Scraping API Brand Intelligence Developer Tools Company Information RetrievalFree + from $49/mo

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Overview

Context.dev is a unified API aimed at developers for web scraping, brand intelligence, and AI-powered data extraction. With Context.dev, developers can extract a wealth of data from any website including markdown, screenshots, logos, colors, and structured data.

This includes extracting raw HTML from any URL, converting any webpage to markdown, discovering all page URLs on a domain, fetching high-resolution logos, identifying brand color palettes, retrieving company mailing addresses from web sources, and rendering concise company summaries and overviews.

Apart from these capabilities, Context.dev can also detect the web fonts used by a company, and it can classify companies using NAICS industry codes. Additionally, Context.dev can capture up-to-date screenshots of websites and map merchant descriptors to real-world brands.

Developers can use Context.dev to develop real-time web-access systems for AI models that incorporate brand context, thus improving company profiles, automating brand kits, personalizing onboarding, and enhancing generative AI applications.

It also has an AI query feature that allows developers to direct the AI to extract specific data from any website with structured output.

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March 23, 2026

Initial release of Context.dev.

Author

Yahia Bakour

@yahia-bakour

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Context.dev

🇺🇸 United States

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Joined: March 2026

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Web scraping Context.dev

United States Context.dev Web scraping

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AVOID AT ALL COSTS. Amateur hour if I ever saw it: they change their entire API endpoints on a whim on the SAME VERSION, breaking all of the work you've done to integrate with them (thousands of $), then tell you you're not an $5k / month Enterprise customer and they don't really support their self serve product so...tough luck buddy. I was one of their first customers and have been using them for over a year and a half only to wake up one day to customer complaints because our integration had broken and be told they basically don't care about. After I reached out to their team, it became clear that they had simply changed their entire API from one day to the next on the same version, with no notice and a documentation that doesn't reflect the changes they made. Literally everything is broken in one way or another: the UI fails to save changes every other try, the API has three different versions in use at the same time, some endpoints use v3 others use v4, similar payload responses don't even reply with the same structure for the data, the documentation is completely out of sync with the actual endpoints, the webhooks trigger 3 times in a row and on and on and on... Somehow they have several engineers, yet no-one there actually knows how to fix your problem. I've been a customer for over a year and a half and after breaking my entire integration, they just told me to go take my business elsewhere because they couldn't support their OWN breaking changes! Oh and by the way, it took a week of back and forth and trying to fix my integration and work with their broken documentation to tell me this. Total insanity. I couldn't ever imagine being an Enterprise customer with these people, their whole product is built on a shoestring and they have absolutely no respect whatsoever for their customers.

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What is Context.dev?

Context.dev is a unified API tool designed for developers. It is designed to facilitate web scraping, brand intelligence, and AI-powered data extraction, enriching company profiles and providing AI models access to the web in real-time. It allows data extraction, such as HTML, markdown, and images from any given URL. It can discover all page URLs on a domain, fetch high-resolution logos, extract brand colour palettes from websites. It can also scrape company descriptions, addresses, and social media links, retrieve the full website style guide, detect web fonts used by a company, support NAICS classification for companies, provide ready-to-use website screenshots, and map merchant descriptors to real-world brands.

What web scraping capabilities does Context.dev have?

Context.dev offers a variety of web scraping capabilities. Users can extract raw HTML from any URL instantly, convert any webpage to LLM-ready Markdown, and extract all images from any URL. Additionally, it can crawl a domain's sitemap to discover all page URLs. It has features for scraping company logos, colours, addresses, descriptions, and social media links. Furthermore, it can retrieve a full website style guide and identify web fonts used by a company.

How does Context.dev extract images from a URL?

Context.dev has algorithms and API endpoints that are capable of scraping and extracting all images from any given URL. It fetches the page content and then identifies and extracts the image URLs.

What brand intelligence features are included in Context.dev?

The brand intelligence features of Context.dev include extraction of high-resolution logos from any domain, detection of the web fonts used by a company, extraction of brand colour palettes from websites, scraping of company descriptions, addresses, and social media links from websites. It also supports NAICS classification for companies and has provisions for mapping merchant descriptors to real-world brands.

How does Context.dev help with personalized onboarding?

Context.dev aids in personalized onboarding by allowing users to scrape essential data such as company logos, colour palettes, and website style guides, enabling them to create customized profiles and interfaces for their users. The fast delivery of logos via a global CDN also contributes to smoother and faster onboarding processes.

Can Context.dev fetch high-resolution logos from any domain?

Yes, Context.dev can fetch high-resolution logos from any domain. By inputting a domain into the relevant API endpoint, one can retrieve the company's logo in a high-resolution format.

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Is Context.dev able to discover all page URLs on a given domain?

Yes, Context.dev can discover all page URLs on a given domain. It does this by crawling and extracting data from the sitemap of the specified domain.

How does Context.dev handle data extraction, like HTML and markdown?

Context.dev is equipped with specialized endpoints to handle data extraction like HTML and markdown. Users simply input a URL, and the API will extract raw HTML or convert the webpage content to markdown, effectively facilitating structural and semantic understanding of the web content.

Can Context.dev scrape social media links from company websites?

Yes, Context.dev can scrape social media links from company websites. By analyzing the website content, it can extract direct URLs to the company's official social media profiles.

What do the AI-powered data extraction services of Context.dev entail?

The AI-powered data extraction services of Context.dev enable users to gain real-time access to comprehensive data from any website. This includes robust web scraping, structured data extraction, real-time brand context, and NAICS classification. The AI technology powers these features, making it possible to extract, classify and understand complex data sets from websites in real time.

What is the NAICS classification feature of Context.dev?

The NAICS (North American Industry Classification System) classification feature of Context.dev allows for the categorization of companies into specific industry codes. This aids in organizing and understanding the industry sectors in which different companies operate.

Can Context.dev generate website screenshots?

Yes, Context.dev can generate up-to-date website screenshots. Users can utilize this feature to capture the current view of any webpage of interest.

How does Context.dev map merchant descriptors to real-world brands?

Context.dev has a feature which allows for the mapping of merchant descriptors to real-world brands. This serves the purpose of correlating specific transactions with particular brands, adding additional context to financial data.

Can Context.dev assist in retrieving the full website style guide of a company?

With Context.dev, users can retrieve a full website style guide, including colours, elements and fonts used on any given website. This information can be gathered by providing the URL of the website to the appropriate API endpoint.

What does 'zero maintenance of brittle scraping infrastructure' offered by Context.dev mean?

'Zero maintenance of brittle scraping infrastructure' offered by Context.dev signifies that users aren't required to manage their own complex scraping infrastructure. Context.dev handles the entire scraping infrastructure on their end, minimizing the technical requirements and maintenance overhead for users.

How is Context.dev beneficial in a diverse range of use cases?

With its wide array of web scraping, data extraction, and brand intelligence features, Context.dev provides solutions beneficial to a wide range of use cases. Businesses looking to scrape and analyze website data, collect brand information, enrich company profiles, detect web fonts and retrieve website style guides can all leverage the features of Context.dev. It is also beneficial in instances where real-time AI-enhanced data extraction is needed, making it a versatile tool for various business requirements.

Is it possible for Context.dev to detect web fonts used by a company?

Yes, Context.dev can detect the web fonts used by a company. After providing the URL of the website to the relevant API endpoint, Context.dev returns data about the fonts being used, which can be beneficial for analysing web design and branding implementations.

How does Context.dev enrich company profiles?

Context.dev enriches company profiles by allowing users to scrape various types of data from the web. This includes company logos, colour palettes, addresses, descriptions, social media links, website style guides, and web fonts. The NAICS classification for companies is another important feature that contributes to company profile enrichment. Furthermore, the tool can map merchant descriptors to real-world brands, adding an additional dimension to the profile.

How does Context.dev contribute to real-time brand context enhancement?

Context.dev contributes to real-time brand context enhancement by allowing AI models to access and understand the web in real time. It provides immediate access to brand attributes such as logos, colour palettes, and other brand-related data. This real-time accessibility and extraction capability ultimately enhances the brand context.

What is the purpose of immediate logo delivery via a global CDN in Context.dev?

Context.dev provides immediate logo delivery via a global CDN (Content Delivery Network), which ensures fast and reliable access to logo images worldwide. This feature is of particular importance for services that require instantaneous display of logo images, such as website builders, email marketing tools, or any other service where consumer impression and branding recognition are paramount.

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