# Audit a restaurant's Google reviews and AI readiness

**Use case:** 

Audit a real restaurant website, Google Business Profile and recent public reviews. Get a transparent presence score and prioritized AI-readiness fixes.

## Input

```json
{
  "query": "Restaurant Auberge Gourmande Esch-sur-Alzette",
  "websiteUrl": "https://auberge-gourmande.lu",
  "maxReviews": 3,
  "language": "fr",
  "dryRun": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "verdict": {
    "label": "Verdict",
    "format": "string"
  },
  "business": {
    "label": "Business",
    "format": "string"
  },
  "auditedAt": {
    "label": "Audited at",
    "format": "string"
  },
  "presenceScore": {
    "label": "Presence score",
    "format": "object"
  },
  "googleProfile": {
    "label": "Google profile",
    "format": "object"
  },
  "reviewsAnalyzed": {
    "label": "Reviews analyzed",
    "format": "number"
  },
  "websiteAudit": {
    "label": "Website audit",
    "format": "object"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Local AI Presence Audit — GBP, Reviews & AI Readiness Actor is ready to run with the inputs already set for "Audit a restaurant's Google reviews and AI readiness". [Sign up or log in](https://console.apify.com/create-task-from-example/bYgPVTwgp71rkEi0O) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Audit a restaurant's Google reviews and AI readiness" task

The Local AI Presence Audit — GBP, Reviews & AI Readiness Actor will start running based on the input automatically. You can also change all the input fields, like business search query, business website url, and more, to match your specific use case.

### 3. Receive the "Audit a restaurant's Google reviews and AI readiness" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as verdict, business, audited at, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Audit a restaurant's Google reviews and AI readiness" task via API](https://apify.com/travelmonitorlab/local-ai-presence-audit.md).

## FAQ

### What does this restaurant audit include?

It combines website AI-readiness signals, public Google Business Profile data and up to three recent public reviews in one structured report.

### Does dryRun disable event charges?

Yes. The example uses dryRun for evaluation without Actor event charges; Apify platform and proxy usage may still apply.

## About this Actor

This example demonstrates how to use [Local AI Presence Audit — GBP, Reviews & AI Readiness](https://apify.com/travelmonitorlab/local-ai-presence-audit.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/travelmonitorlab/local-ai-presence-audit.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/travelmonitorlab/local-ai-presence-audit.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).