Context.dev vs Helploom: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Context.dev and Helploom — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Context.dev

Freemium

A single REST API that turns any URL into LLM-ready markdown, crawls whole sites, and returns brand, logo, and structured company data.

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.

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.

Freemium

Affordable, minimal customer support software with an embeddable live chat widget and flat, predictable pricing.

Live Chat Widget: Provides a lightweight real-time chat widget that can be embedded on websites to let visitors start conversations instantly.
One-line Installation: Deploy the chat by pasting a small JavaScript snippet into a site for immediate activation with minimal configuration.
Free Forever Plan: Includes a no-cost tier that offers the core live chat functionality for small sites or testing.
Flat, Affordable Pricing: Paid plans are advertised as flat and predictable to simplify billing for teams as they scale.
Minimal Interface: Agent and customer interfaces are designed to be simple and distraction-free, reducing training and speeding response times.
Fast, Lightweight Performance: Optimized to run with low overhead so the chat widget loads quickly on most sites.
Real-time live chat widget for websites
Free-forever plan that includes live chat
Quick deployment via copy-paste script
Minimal, lightweight user interface
Flat, affordable pricing model

Adding real-time customer support to startup or small-business websites using a simple embeddable chat without heavy infrastructure.
Testing live chat and support workflows on a free forever plan before committing to paid tiers.
Providing affordable, predictable support capabilities for bootstrapped teams that need basic chat and lightweight ticket handling.
Rapidly deploying support for marketing campaigns or landing pages by pasting the installation snippet and going live quickly.
Embedding a low-overhead support widget on static-hosted sites (e.g., Jamstack) to offer visitors instant help without server changes.
Adding live chat support to marketing or product websites
Providing lightweight customer support for startups and small teams
Offering instant support to users without complex setup
Embedding a simple help widget for indie developers and freelancers