Context.dev Business Data API

🚀 Quick Verdict

Context.dev is surprisingly fast at turning a messy URL into structured data that actually looks good in a UI. We were impressed by how it grabs not just a logo, but the specific hex codes and font styles used by a company. It’s the most reliable way we’ve found to white-label a dashboard instantly without asking users to upload assets.

Overall Score	9.2/10
Best For	SaaS founders and developers
Tested Plan	Developer Tier (Free)
Testing Period	7 days
Biggest Strength	Full brand identity extraction
Biggest Weakness	Requires technical API knowledge
Best Alternative	Logo.dev

🤔 What Is Context.dev?

Context.dev (formerly Brand.dev) is an API-first platform that helps software understand the web. It solves the problem of “flaky scrapers” by providing a single endpoint to pull logos, colors, fonts, and company profiles from any domain. It’s built for teams who need to personalize their apps or feed clean data into AI models.

For founders, it acts as a silent infrastructure layer. Instead of building custom scripts to find a lead’s company logo or industry, you call their API and get a production-ready JSON response. It’s particularly useful for those migrating away from deprecated tools like the Clearbit Logo API.

⚙️ How We Tested Context.dev

We tested the free developer tier over one week. We performed three specific tasks: pulling brand assets for five different B2B startups, converting three complex blog posts into LLM-ready Markdown, and setting up a Zapier workflow to auto-fill company profiles in a CRM.

✨ Key Features (What Actually Stood Out)

Context.dev differentiates itself by focusing on the “visual context” of a site, not just raw text. This makes it a great fit for coding projects where UI matters as much as data.

• Logo Link — We fetched logos that were already optimized for high-resolution displays and served through a fast CDN.
• Style Guide Extraction — The API correctly identified primary brand colors and font families from our test domains.
• Markdown Scraper — It stripped away ads and navigation to give us clean text for AI processing.
• Company Enrichment — We received structured data on industry, social links, and company descriptions from single URLs.
• Stealth Mode — The scraping happened without getting blocked by standard site firewalls during our test runs.

💰 Context.dev Pricing — Is It Worth It?

Context.dev offers flexible pricing designed to scale with your API usage. While a free tier exists for testing, volume users will need to move to paid plans where the cost per request drops. It’s a high-value choice for productivity apps that need to automate data entry.

Plan	Price	Best For	Watch Out For
Developer	0	Early testing	Low rate limits
Pro	Varies	Scaling startups	Usage based costs

Our pick: Developer Plan — It’s more than enough to build a proof-of-concept and see if the brand data matches your quality needs.

🧪 What We Found During Testing

The speed is the first thing we noticed; API responses for brand assets usually came back in under two seconds. We tried to break it with niche international domains, and while it found logos for most, it sometimes struggled to identify the exact primary hex color if the site used a complex gradient. The Markdown conversion was the cleanest we’ve seen, specifically because it ignores the header and footer clutter that usually confuses AI models.

A founder in our community who runs a white-label analytics business told us how they replaced a 12-step client branding guide just by having clients enter their URL into a Context.dev-powered field.

⚠️ Limitations We Found

• Color Accuracy — As of late 2024, the API occasionally picks a secondary background color as the primary brand color on sites with heavy imagery.
• Developer Focus — This isn’t a dashboard-first tool; you’ll need someone who can write a bit of code to get the data where it needs to go.
• Markdown Limits — Very long, scroll-heavy pages can sometimes time out during the conversion process.

⚔️ Context.dev vs Competitors

There are a few ways to get company data, but most focus on sales leads rather than visual assets for your product.

Competitor	Pick it instead of Context.dev if…
Brandfetch	You need a manual search portal for brand assets instead of a dev-first API.
Logo.dev	You only care about logos and don’t need fonts, colors, or markdown scraping.
Clearbit	You need deep B2B contact data and email addresses rather than website context.

👍 Pros & Cons

Fast CDN-backed logo delivery

Accurate markdown for LLMs

Simple API documentation

Zero-maintenance brand kits

✅ Pros	❌ Cons
Usage can get expensive at high volumes	Occasional errors on sites with heavy JS	Limited non-technical user interface	No direct human verification for data

🎯 Who Should Use Context.dev?

✅ Use it if you:

• Need to auto-brand your customer dashboards or emails.
• Are building an AI agent that needs to “read” and understand websites.
• Want to reduce onboarding friction by auto-filling company profiles.

❌ Skip it if you:

• Only need a logo once—just use Brandfetch for a manual download.
• Don’t have a developer to integrate the API into your stack.
• Are looking for personal contact data like mobile numbers.

❓ Frequently Asked Questions

Is Context.dev a replacement for the Clearbit Logo API?
Yes, it’s a direct alternative designed to handle logo extraction with better speed and additional brand data.

Can I use Context.dev with Zapier?
Yes, they offer a Zapier integration that allows you to trigger brand enrichment without writing custom code.

Does Context.dev store the data it scrapes?
They provide a data processing addendum and follow standard security practices for Delaware-based tech companies.

What format does the website scraper return?
You can request raw HTML or clean Markdown, which is optimized for Large Language Models.

Is the logo API actually free?
There is a free developer tier for initial testing, but high-volume production use requires a paid subscription.

Does it work for financial transaction data?
Yes, they have a specific API for transaction and billing data enrichment to help visualize financial dashboards.

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