# Market Shift

**Use case:** 

Market Shift preset for recurring decision intelligence.

## Input

```json
{
  "currentItems": [
    {
      "flightKey": "AA-JFK-LAX-1",
      "origin": "JFK",
      "destination": "LAX",
      "carrier": "AA",
      "seats": 220,
      "date": "2026-10-01"
    },
    {
      "flightKey": "AA-JFK-LAX-2",
      "origin": "JFK",
      "destination": "LAX",
      "carrier": "AA",
      "seats": 220,
      "date": "2026-10-01"
    },
    {
      "flightKey": "DL-JFK-LAX-1",
      "origin": "JFK",
      "destination": "LAX",
      "carrier": "DL",
      "seats": 180,
      "date": "2026-10-01"
    }
  ],
  "previousItems": [
    {
      "flightKey": "AA-JFK-LAX-1",
      "origin": "JFK",
      "destination": "LAX",
      "carrier": "AA",
      "seats": 180,
      "date": "2026-09-01"
    },
    {
      "flightKey": "DL-JFK-LAX-1",
      "origin": "JFK",
      "destination": "LAX",
      "carrier": "DL",
      "seats": 180,
      "date": "2026-09-01"
    }
  ],
  "maxItems": 20000,
  "monthlyRuns": 1
}
```

## Output

```json
{
  "mode": {
    "label": "Mode",
    "format": "string"
  },
  "recordCount": {
    "label": "Record count",
    "format": "integer"
  },
  "previousRecordCount": {
    "label": "Previous record count",
    "format": "integer"
  },
  "newCount": {
    "label": "New count",
    "format": "integer"
  },
  "removedCount": {
    "label": "Removed count",
    "format": "integer"
  },
  "agentAction": {
    "label": "Agent action",
    "format": "string"
  },
  "topSignals": {
    "label": "Top signals",
    "format": "array"
  }
}
```

## About this Actor

This example demonstrates how to use [Airline Route Capacity Change Intelligence](https://apify.com/quanmatrix/airline-route-capacity-change-intelligence.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/quanmatrix/airline-route-capacity-change-intelligence.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/airline-route-capacity-change-intelligence.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).