OpenClaw: web intelligence and scraping

OpenClaw is a browser automation and web intelligence layer for scraping, enrichment, monitoring, and action workflows. You define a target page or workflow, run an extraction or action step, and receive structured output ready to use in your systems. OpenClaw is open-source in direction with a hosted, credits-based interface available now at onyxiq.in/products/openclaw.

What OpenClaw does

OpenClaw handles the parts of web work that are repetitive but hard to automate cleanly:

Browser automation workflows for repeatable web tasks.
Extraction and enrichment patterns for operational data.
Open-source direction with hosted credit-based usage available.

Primary users are developers and operators who need reliable, structured output from web pages without building and maintaining their own scraping infrastructure.

Using OpenClaw via the web UI

The scrape tool is live. You can use it directly from your browser without any setup.

Go to the OpenClaw product page

Navigate to onyxiq.in/products/openclaw. Sign in to your OnyxIQ account if prompted — you need to be signed in for credits to be tracked.

Paste a URL

Enter the full URL of the page you want to scrape into the input field.

Click Scrape

Click the Scrape button to start the job. Ten credits are reserved from your balance immediately when the request is submitted.

View results in tabs

Once the scrape completes, results appear across four tabs. Review each tab for the data you need.

10 credits are reserved from your balance when you submit a scrape. If the fetch fails — for example, if the page is unreachable — those 10 credits are fully refunded to your account.

Result tabs

Each completed scrape surfaces its output across four tabs:

Tab	Contents
Overview	Page title, meta description, first H1 tag, and the timestamp the page was scraped
Headings	All heading tags found on the page (H1 through H6) in document order
Links	All `href` values extracted from anchor tags on the page
Text	The full readable body text of the page, stripped of HTML

Example result structure

A completed scrape returns a JSON response with this shape:

{
  "ok": true,
  "data": {
    "url": "https://example.com",
    "title": "Example Domain",
    "description": "This domain is for use in illustrative examples.",
    "h1": "Example Domain",
    "headings": [
      { "tag": "h2", "text": "Usage" }
    ],
    "links": [
      { "text": "More information...", "href": "https://www.iana.org/domains/reserved" }
    ],
    "text": "Example Domain This domain is for use in illustrative examples in documents.",
    "scrapedAt": "2026-05-18T10:23:00.000Z"
  },
  "creditsUsed": 10,
  "remainingBalance": 90
}

Credit costs

Action	Credit cost
Scrape (web UI or API)	10 credits
Alert trigger	1 credit
Browser action run	1–8 credits
Log analysis	8 credits per batch

Programmatic use

You can run OpenClaw scrapes via the API instead of the web UI. See the OpenClaw API reference for request format, authentication, and response schema.

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OpenClaw: web intelligence and scraping

What OpenClaw does

Using OpenClaw via the web UI

Result tabs

Example result structure

Credit costs

Programmatic use

​What OpenClaw does

​Using OpenClaw via the web UI

​Result tabs

​Example result structure

​Credit costs

​Programmatic use

What OpenClaw does

Using OpenClaw via the web UI

Result tabs

Example result structure

Credit costs

Programmatic use