# Generate a restaurant review audit and sales pitch

**Use case:** 

Analyze recent public reviews for one restaurant, select feedback at or below three stars and generate an evidence-based pitch. Dry-run mode returns analysis without publishing or emailing reports.

## Input

```json
{
  "placeUrls": [],
  "query": "restaurant Esch-sur-Alzette",
  "maxPlaces": 1,
  "maxReviewsPerPlace": 5,
  "worstThreshold": 3,
  "mode": "generate",
  "vertical": "chr",
  "sendApproval": false,
  "maxEmailsPerRun": 5,
  "dryRun": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

## Output

```json
{
  "place": {
    "label": "Business",
    "format": "string"
  },
  "verdict": {
    "label": "Verdict",
    "format": "string"
  },
  "vertical": {
    "label": "Vertical",
    "format": "string"
  },
  "worstCount": {
    "label": "Negative review count",
    "format": "integer"
  },
  "pitch": {
    "label": "Sales pitch",
    "format": "string"
  },
  "reportUrl": {
    "label": "HTML report URL",
    "format": "string"
  },
  "website": {
    "label": "Website",
    "format": "string"
  },
  "delivery": {
    "label": "Delivery status",
    "format": "string"
  },
  "generatedAt": {
    "label": "Generated at",
    "format": "string"
  }
}
```

## How it works

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

The Review Pitch Generator — pre-sales reports Actor is ready to run with the inputs already set for "Generate a restaurant review audit and sales pitch". [Sign up or log in](https://console.apify.com/create-task-from-example/QPB0JzLmANimgbtrd) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Generate a restaurant review audit and sales pitch" task

The Review Pitch Generator — pre-sales reports Actor will start running based on the input automatically. You can also change all the input fields, like place urls, search query (alternative), and more, to match your specific use case.

### 3. Receive the "Generate a restaurant review audit and sales pitch" 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 business, verdict, vertical, 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 "Generate a restaurant review audit and sales pitch" task via API](https://apify.com/travelmonitorlab/review-pitch-generator.md).

## FAQ

### What does this restaurant review task generate?

This task returns selected real reviews, a personalized sales pitch, business details and a structured prospect verdict.

### Does this task email the restaurant?

The prefilled task never sends email. Report delivery requires dryRun disabled, sendApproval enabled and secret SMTP credentials in your own duplicated task.

### Are the review complaints generated by AI?

The complaints come from public Google Maps reviews. AI-ready formatting organizes the evidence; the Actor does not invent review metrics.

## About this Actor

This example demonstrates how to use [Review Pitch Generator — pre-sales reports](https://apify.com/travelmonitorlab/review-pitch-generator.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/travelmonitorlab/review-pitch-generator.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/review-pitch-generator.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`).