# AI-Enriched eBay Price Monitoring for Agents

**Use case:** 

MCP-ready, agent-consumable eBay monitoring: structured JSON with AI-extracted brand/category, currency normalization, and price-insight signals.

## Input

```json
{
  "urls": [
    "https://www.ebay.com/itm/236974060892"
  ],
  "checkIntervalHours": 24,
  "priceDropThresholdPercent": 10,
  "priceIncreaseThresholdPercent": 0,
  "notificationFormat": "raw",
  "alertOnStockZero": true,
  "alertDigestIntervalHours": 0,
  "targetCurrency": "USD",
  "aiEnrichment": true,
  "enableInsightSignals": true,
  "trackListingVariations": false
}
```

## Output

```json
{
  "itemId": {
    "label": "Item ID",
    "format": "string"
  },
  "title": {
    "label": "Title",
    "format": "string"
  },
  "price": {
    "label": "Price",
    "format": "number"
  },
  "currency": {
    "label": "Currency code",
    "format": "string"
  },
  "normalizedPrice": {
    "label": "Normalized price",
    "format": "number"
  },
  "shippingCost": {
    "label": "Shipping cost",
    "format": "number"
  },
  "condition": {
    "label": "Condition",
    "format": "string"
  },
  "quantityAvailable": {
    "label": "Quantity available",
    "format": "integer"
  },
  "sellerUsername": {
    "label": "Seller username",
    "format": "string"
  },
  "sellerFeedbackScore": {
    "label": "Seller feedback score",
    "format": "integer"
  },
  "watchersCount": {
    "label": "Watchers",
    "format": "integer"
  },
  "bidCount": {
    "label": "Bid count",
    "format": "integer"
  },
  "currentBid": {
    "label": "Current bid",
    "format": "number"
  },
  "timeRemaining": {
    "label": "Time remaining",
    "format": "string"
  },
  "reserveNotMet": {
    "label": "Reserve not met",
    "format": "boolean"
  },
  "change24hPercent": {
    "label": "24h price change (%)",
    "format": "number"
  },
  "change7dPercent": {
    "label": "7-day price change (%)",
    "format": "number"
  },
  "change30dPercent": {
    "label": "30-day price change (%)",
    "format": "number"
  },
  "aiBrand": {
    "label": "AI-extracted brand",
    "format": "string"
  },
  "aiModel": {
    "label": "AI-extracted model",
    "format": "string"
  },
  "aiCategory": {
    "label": "AI-extracted category",
    "format": "string"
  },
  "aiEnrichmentAttempted": {
    "label": "AI enrichment attempted",
    "format": "boolean"
  },
  "consecutiveDropStreak": {
    "label": "Consecutive price-drop streak",
    "format": "integer"
  },
  "isNewAllTimeLow": {
    "label": "New all-time low",
    "format": "boolean"
  },
  "isUnderpricedVsHistory": {
    "label": "Underpriced vs. own history",
    "format": "boolean"
  },
  "dataStale": {
    "label": "Data stale",
    "format": "boolean"
  },
  "dataStaleReason": {
    "label": "Data stale reason",
    "format": "string"
  },
  "variationKey": {
    "label": "Variation",
    "format": "string"
  },
  "parentItemId": {
    "label": "Parent item ID",
    "format": "string"
  },
  "listingUrl": {
    "label": "Listing URL",
    "format": "string"
  },
  "scrapedAt": {
    "label": "Scraped at",
    "format": "string"
  },
  "firstSeenAt": {
    "label": "First seen at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [eBay Price & Inventory Monitor](https://apify.com/alex1313/ebay-price-inventory-monitor) with a specific input configuration. Visit the [Actor detail page](https://apify.com/alex1313/ebay-price-inventory-monitor) 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/alex1313/ebay-price-inventory-monitor.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).
