# Opportunity Scan

**Use case:** 

Opportunity Scan preset for RAG-Ready Website Research & Knowledge Crawler.

## Input

```json
{
  "currentItems": [
    {
      "id": "r1",
      "url": "https://docs.example.com/guide",
      "title": "API Guide",
      "description": "Integration documentation",
      "text": "This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. This guide explains authentication, endpoints, pagination, retries and examples. ",
      "headings": [
        "Authentication",
        "Endpoints",
        "Pagination"
      ],
      "jsonLd": [
        {
          "@type": "TechArticle"
        }
      ]
    },
    {
      "id": "r2",
      "url": "https://docs.example.com/changelog",
      "title": "Changelog",
      "description": "Product updates",
      "text": "Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. Version 2.4 adds batch operations and retry controls. ",
      "headings": [
        "Version 2.4"
      ]
    }
  ],
  "previousItems": [
    {
      "id": "r1",
      "url": "https://docs.example.com/guide",
      "title": "API Guide",
      "description": "Integration documentation",
      "text": "This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. This guide explains authentication, endpoints and examples. ",
      "headings": [
        "Authentication",
        "Endpoints"
      ],
      "jsonLd": [
        {
          "@type": "TechArticle"
        }
      ]
    }
  ],
  "queries": [],
  "urls": [],
  "directFetch": true,
  "language": "en",
  "countryCode": "us",
  "maxResults": 20,
  "maxItems": 20000
}
```

## Output

```json
{
  "entityId": {
    "label": "Entity id",
    "format": "string"
  },
  "signalScore": {
    "label": "Signal score",
    "format": "number"
  },
  "changeScore": {
    "label": "Change score",
    "format": "number"
  },
  "agentAction": {
    "label": "Agent action",
    "format": "string"
  },
  "agentReason": {
    "label": "Agent reason",
    "format": "string"
  },
  "observedAt": {
    "label": "Observed at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [RAG-Ready Website Research & Knowledge Crawler](https://apify.com/quanmatrix/rag-ready-web-research-crawler.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/quanmatrix/rag-ready-web-research-crawler.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/quanmatrix/rag-ready-web-research-crawler.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).