# 让AI通过MCP推断谷歌地图评论者的家乡地区与出行足迹

**Use case:** 

让AI代理通过MCP分析谷歌地图评论者的公开评论历史，对每条评论坐标做反向地理编码并聚类，输出家乡地区推断、置信度评分、本地与出行足迹及活动中心点。适用于聚合层面的评论者审核、信誉调研与虚假评论识别，仅限地区级研究，不用于定位具体个人。

## Input

```json
{
  "contributorId": "107022004965696773221",
  "regionGranularity": "city",
  "minCityPopulation": 100000,
  "hl": "zh",
  "maxResultsPerContributor": 100
}
```

## Output

```json
{
  "result_type": {
    "label": "Result Type",
    "format": "string"
  },
  "contributor_id": {
    "label": "Contributor ID",
    "format": "string"
  },
  "contributor_name": {
    "label": "Contributor Name",
    "format": "string"
  },
  "home_region_guess": {
    "label": "Home Region Guess",
    "format": "string"
  },
  "confidence": {
    "label": "Confidence",
    "format": "number"
  },
  "home_cluster_size": {
    "label": "Home Cluster Size",
    "format": "integer"
  },
  "travel_outliers": {
    "label": "Travel Outliers",
    "format": "integer"
  },
  "located_reviews": {
    "label": "Located Reviews",
    "format": "integer"
  }
}
```

## About this Actor

This example demonstrates how to use [Google Maps Reviewer Geo Profile API](https://apify.com/johnvc/google-maps-reviewer-geo-profile-api) with a specific input configuration. Visit the [Actor detail page](https://apify.com/johnvc/google-maps-reviewer-geo-profile-api) to learn more, explore other use cases, and run it yourself.