Context.dev
One API to scrape, enrich, and extract structured data from any website.
Overview
Context.dev is built for developers and AI teams who need structured web data without stitching together multiple scraping tools. One API handles page scraping (as clean markdown for LLM pipelines), logo and brand extraction, and company classification.
It launched on Product Hunt on July 2, 2026 and topped that day's leaderboard with 731 upvotes, genuinely strong reception for a brand-new tool. Being this new cuts both ways: the API itself is capable, but it doesn't yet have the track record of an established player.
Key Features
LLM-Ready Scraping: Web scraping and crawling with clean markdown output built for LLMs and RAG pipelines.
Logo Link: A drop-in replacement for the discontinued Clearbit Logo API.
Brand API: Extracts logos, colors, fonts, and style guide info from any domain.
Company Classification: Classifies companies using NAICS and SIC industry codes.
Merchant Descriptors: Identifies transaction/merchant descriptors for fintech use cases.
JS Rendering: Scrapes dynamic, JS-heavy sites with full JavaScript rendering.
Pricing
Starting price
$25/mo
Free: $0/month. 500 API credits (work email) or 250 (personal email), 10K Logo Link requests.
Developer: $25/month ($20/month billed yearly). 10,000 credits monthly, $15 per 10K overage.
Pro: $149/month ($119/month billed yearly). 200,000 credits monthly, $9 per 10K overage, email + Slack support.
Scale: $499/month ($399/month billed yearly). 1,000,000 credits monthly, priority support.
Enterprise: Custom pricing. 2M+ credits, SSO/SAML, 99.9% SLA.
Disclaimer: pricing may change, confirm on Context.dev's own pricing page before buying.
Pros
One API, Not Five: Replaces separate scraping, logo lookup, brand extraction, and classification tools.
LLM-Ready Output: Clean markdown built specifically for LLM and RAG pipelines.
Clearbit Replacement: An actively maintained replacement for the now-defunct Clearbit Logo API.
Strong Launch: #1 on Product Hunt's daily leaderboard with 731 upvotes.
Affiliate Program: Runs its own affiliate program via partners.dub.co.
Cons
No Track Record Yet: Too new for established G2/Trustpilot reviews, we couldn't independently verify long-term reliability.
Credits Scale Fast: Hobby's 10,000 credits/month is $25, but overage and higher tiers climb quickly for heavy scraping.
Free Tier Penalizes Personal Email: 250 credits for personal email signups versus 500 for work email.
Developers Only: An API-first product, not directly usable by non-technical marketers.
What Makes It Unique
One Tool, Three APIs Replaced: Consolidates a scraping API, a Clearbit-style logo API, and a brand/company-classification API into one unified tool.
Kay Score
7
/ 10
Tool Information
Pricing
$25/mo
Category
Coding & Development
Platform
Web / iOS / Android
Last Updated
