# WebArm24 — Website-to-API automation with built-in AI

> Full automation engine: Pipelines (AI pipeline builder, Build with AI), real browsing, GPT-4o / Claude
> agents, website → APIs — similar in spirit to Firecrawl plus a native multi-step workflow layer, not
> “embed-only” positioning.

Official URLs (same product; pick one canonical base in your app): https://webarm24.online/
and https://www.webarm24.online/

## What it is

WebArm24 is a production web automation platform. It crawls target sites, caches knowledge per
domain, and runs **real browser agents** with integrated large language models. **Pipelines** is
the **AI-native multi-step layer**: Build with AI drafts workflows from natural language; steps can
chain browser and agent tasks, HTTP, email, and branching, with schedules, HTTP triggers, and
completion webhooks. You get machine-friendly results (including JSON shaped by optional schemas)
and repeatable jobs — without maintaining brittle selectors for every page change.

Compared to **crawl-only** APIs (often compared to **Firecrawl**), WebArm24 adds **Pipelines** and
an **AI agent layer**: natural-language tasks, streaming chat over WebSockets, async HTTP agent
jobs, scheduled automations, and inbound webhooks.

## Core capabilities

- Full-site crawl → per-domain knowledge cache; refresh via crawl/knowledge APIs
- **Pipelines** (`/pipelines`, `/api/pipelines`): multi-step workflows, Build with AI, import/export,
  variables between steps, cron, triggers, run history
- **REST**: enqueue one-shot agent runs (`POST /api/agent/jobs`), poll for completion
- **WebSocket**: interactive sessions with streaming tokens and step-level browser tools
- **Schedules & webhooks**: automate runs on a timer or HTTP trigger
- **Structured output**: optional JSON schema for parseable answers alongside narrative text
- **Optional embed**: `/widget.js` client bundle for on-site assistants when needed (API-first product)

## Who it is for

- Developers and product teams building **website → API** automations, **AI Pipelines**, and
  monitoring
- Businesses automating extraction, booking flows, FAQs, or catalog-style data from public sites
- Anyone who wants **Firecrawl-class crawling** plus **Pipelines** and **built-in LLM reasoning** in
  one stack

## Supported UI / assistant languages

English (en), Swedish (sv), Norwegian (no), Danish (da), Finnish (fi),
German (de), French (fr), Spanish (es), Dutch (nl), Polish (pl)

## Supported AI models

- OpenAI GPT-4o, GPT-4o-mini
- Anthropic Claude Haiku, Claude Sonnet

## Links

- Home: https://webarm24.online/
- Same site (alternate host): https://www.webarm24.online/
- Live demo: https://webarm24.online/demo
- Machine-readable index: https://webarm24.online/llms.txt
- Contact: timofeevld@mail.com