Context.dev vs Extra Thursday: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Context.dev and Extra Thursday — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Context.dev
Context.dev
A single REST API that turns any URL into LLM-ready markdown, crawls whole sites, and returns brand, logo, and structured company data.
Key features
- Web Scraping API: Converts any URL into markdown, HTML, raw bytes, sitemaps, screenshots, or images, with JS rendering, anti-bot bypass, and premium proxies included at one credit per page.
- Site Crawling: Crawls an entire domain page by page so teams can build knowledge bases or ground RAG pipelines in fresh content instead of a model's training cutoff.
- Schema-Based Extraction: The Extract endpoint crawls a site and returns structured data shaped to a JSON Schema you supply, removing hand-written parsers.
- Answers Endpoint: Takes a research task plus the JSON shape you want back, researches the web, and returns a structured answer in one API call, with a cheaper fast mode.
- Brand Intelligence: Retrieves logos, colors, fonts, styleguides, descriptions, socials, and addresses for a domain, powering programmatic theming and automated brand kits.
- Logo Link CDN: Serves any company's logo through a direct image URL on a separate quota that does not consume API credits.
- Entity Enrichment and Classification: Extracts products, enriches people from an email or profile URL, searches company news, and returns NAICS/SIC codes or transaction identification.
- SDKs, MCP Server, and CLI: Official TypeScript, Python, Ruby, Go, and PHP SDKs plus an MCP server and CLI let agents and applications integrate without custom HTTP plumbing.
Best for
- Grounding AI Agents: Give an LLM agent live web access so answers reflect the current web rather than the model's training cutoff.
- RAG Knowledge Bases: Crawl documentation sites, academic journals, or PDFs at scale to build and refresh a retrieval corpus.
- Support Chatbot Ingestion: Turn a customer's whole website into the knowledge base behind an AI support bot, as SiteGPT does after migrating from a competing scraper.
- Automated Brand Kits and Theming: Pull a company's logo, colors, and fonts from its domain to theme an app or generate on-brand assets programmatically.
- Onboarding Autofill: Enrich a new signup's company profile from their email domain so onboarding forms prefill instead of asking users to type.
- Website Change Monitoring: Run concurrent monitors against competitor or supplier pages and react when content changes.
- Structured Research Pipelines: Use the Answers endpoint to run repeatable web research tasks that return machine-readable JSON for downstream automation.
Extra Thursday
Extra Thursday
AI-native Gmail assistant that drafts, generates, and auto-replies to emails using ChatGPT and Gemini for faster inbox triage.
Key features
- Draft Generation: Generates professional email drafts for Gmail in seconds using ChatGPT and Gemini, adjustable to tone and voice for technical or polite responses.
- Auto-Reply Automation: Configurable auto-reply capability that can respond to incoming Gmail messages with one-click review and send, reducing manual reply time.
- Inbox-as-Database Search: Indexes and searches thousands of email threads to extract contextual information, past decisions, and relationships for faster triage.
- Action-Item Extraction: Detects and tracks open loops and action items across conversations, surfacing tasks and follow-ups for quick handling.
- Voice Personalization: Produces replies in the user’s voice, preserving style across different types of conversations from technical discussions to follow-ups.
- One-Click Review & Send: Allows users to review and edit AI-generated drafts and send them directly from the interface with minimal clicks.
- AI-Native Workflows: Provides workflows that combine triage, generation, and planning to turn email into actionable workstreams and daily plans.
- Context-Rich Summaries: Summarizes long or complex threads into essential details to help users understand conversation history quickly.
- Generate professional email drafts automatically using ChatGPT and Gemini
- Auto-reply to incoming Gmail messages
- Triage and search Gmail with model-powered query to surface important threads
- Extract action items and track open loops across thousands of threads
- Draft in the user’s voice with options to review, edit, and send with one click
- Treat inbox as a searchable database to power AI-native workflows and daily planning
Best for
- High-volume Inbox Triage: Quickly surface critical emails, extract action items, and prioritize responses when managing thousands of threads.
- Professional Reply Drafting: Generate and customize polished replies for sales outreach, customer support, or stakeholder communications in the user’s voice.
- Automated Follow-ups: Configure and send polite follow-ups or confirmations automatically to ensure conversations progress without manual tracking.
- Meeting & Task Extraction: Convert email threads into task lists and meeting notes by extracting key decisions, dates, and next steps.
- Thread Summarization: Summarize long back-and-forth email chains into concise briefs for fast context before meetings or decision-making.
- Daily Planning from Email: Use extracted action items and contextual insights to build a day’s plan or to-do list informed by your inbox.
- Customer & Partner Communication: Maintain consistent tone and timely responses across customer support or partner communications with AI-assisted drafts.
- Rapidly generate professional replies and follow-ups for Gmail
- Auto-respond to common inquiries to reduce manual inbox load
- Extract and track tasks and action items from long email threads
- Triage large inboxes to surface decisions and next steps
- Support daily planning by summarizing inbox context and outstanding items