C

Answers by Context.dev

Live web research API that turns plain-language tasks into structured JSON answers with source URLs.

API-first web extraction and AI researchReturns source URLs for verificationCredit-based pricing with Fast/Ultra modesZero data retention option availablePublished API reference with llms.txt
Category
Web Data API / AI Research API
Business model
Usage-based developer API with credit consumption per successful request; likely paired with prepaid credits, subscription plans, or enterprise contracts, though exact packaging is unknown.
Target audience
Developers, data teams, SaaS companies, AI agent builders, and product teams that need structured web research, monitoring, enrichment, or extraction at scale.
Opportunity score
59/100

A promising developer API market with strong demand, but highly competitive and technically complex to build well.

Founder verdict
MAYBE

Context.dev shows strong developer-first API design in a growing market, but the broad web research space is too crowded to clone directly; a specialized adjacent product is the better founder bet.

What is Answers by Context.dev?

Context.dev is a developer-focused web data platform whose Answers endpoint accepts a plain-language research task, optionally shaped by an example JSON object, and returns structured JSON plus contributing source URLs. The documented API shows a credit-based usage model with two research modes—Fast at 10 credits and Ultra at 100 credits—and clear metadata for credits consumed and remaining. Around this single endpoint sits a broad platform of web scraping, crawling, search, extraction, batch processing, brand intelligence, people enrichment, news, entity enrichment, and monitoring APIs. The product appears built for developers and AI systems that need reliable, structured web data at scale. Financial and growth details are not publicly disclosed in the provided content, but the docs signal an API company focused on developer experience, transparent credit mechanics, and enterprise controls such as zero data retention. Its likely success depends less on novelty and more on composability, reliability, and making structured web research feel like a primitive rather than a project.

Get the full Answers by Context.dev playbook

The complete reverse-engineering — what to copy, what to avoid, and exactly what to build instead.

Unlock full startup intelligence — $39.99