# Find Hamburg dental practices for agency research

**Use case:** 

Discover dental practices around Hamburg and inspect available company websites for public contacts, technology, forms and booking routes. Get ten buyer perspectives with sources and exportable reports. Bounded to 4 records, 45 requests and 75 seconds of research. Coverage varies; normal Actor report/start/usage charges apply.

## Input

```json
{
  "websites": [
    "https://www.iana.org/"
  ],
  "dataset_website_field": "website",
  "buyer_profile": "general",
  "buyer_profiles": [
    "general",
    "recruiting",
    "web_agency",
    "automation_agency",
    "seo_agency",
    "ecommerce_agency",
    "crm_consulting",
    "analytics_consulting",
    "customer_support",
    "hospitality_tech"
  ],
  "contact_requirement": "any",
  "min_opportunity_score": 0,
  "exclude_domains": [],
  "sector": "dentistry",
  "cities": [
    "Hamburg"
  ],
  "country_code": "DE",
  "radius_km": 3,
  "language": "en",
  "max_results": 4,
  "max_requests": 45,
  "max_pages_per_company": 3,
  "timeout_seconds": 75,
  "paid_provider": "none",
  "max_paid_requests": 5,
  "ai_provider": "none",
  "include_web_experience": false,
  "max_crux_calls": 5,
  "max_ai_calls": 10,
  "max_output_tokens": 500,
  "include_jobs": true,
  "job_keywords": [],
  "job_max_age_days": 0,
  "max_jobs_per_company": 10,
  "max_job_requests_per_company": 2,
  "require_jobs": false,
  "employer_filter": "all",
  "check_email_domains": false,
  "max_email_domain_checks": 10,
  "monitor_id": "",
  "only_changes": false,
  "location_provider": "offline",
  "registry_provider": "none",
  "max_registry_requests": 0,
  "free_source_mode": "resilient",
  "signal_match": "all",
  "include_crm_review": true,
  "include_documents": false,
  "max_documents_per_company": 1,
  "max_document_pages": 3,
  "include_browser": false,
  "browser_timeout_seconds": 15
}
```

## Output

```json
{
  "name": {
    "label": "Company",
    "format": "string"
  },
  "sector": {
    "label": "Sector",
    "format": "string"
  },
  "city": {
    "label": "City",
    "format": "string"
  },
  "website": {
    "label": "Website",
    "format": "string"
  },
  "phone": {
    "label": "Phone",
    "format": "string"
  },
  "emails": {
    "label": "Emails",
    "format": "array"
  },
  "lead_score": {
    "label": "Research score (not buying intent)",
    "format": "integer"
  },
  "lead_score_reason": {
    "label": "Lead score reason",
    "format": "string"
  },
  "website_status": {
    "label": "Website status",
    "format": "string"
  },
  "source_url": {
    "label": "Source",
    "format": "string"
  },
  "retrieved_at": {
    "label": "Retrieved at",
    "format": "string"
  },
  "attribution": {
    "label": "Attribution",
    "format": "string"
  },
  "registry_status": {
    "label": "Registry status",
    "format": "string"
  },
  "registry_candidates": {
    "label": "Registry candidates",
    "format": "array"
  }
}
```

## How it works

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

The Local Business Leads & Email Finder for Agencies Actor is ready to run with the inputs already set for "Find Hamburg dental practices for agency research". [Sign up or log in](https://console.apify.com/create-task-from-example/YYEuqaAmPfSAznz93) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Find Hamburg dental practices for agency research" task

The Local Business Leads & Email Finder for Agencies Actor will start running based on the input automatically. You can also change all the input fields, like import company websites, dataset company website field, and more, to match your specific use case.

### 3. Receive the "Find Hamburg dental practices for agency research" 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 company, sector, city, 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 "Find Hamburg dental practices for agency research" task via API](https://apify.com/ryanbot_research/ryanbot-company-research.md).

## FAQ

### Do I need a company list or an AI key?

This Hamburg task starts from a city, sector and radius. It uses public discovery and company websites with paid discovery and AI disabled. Public sources may be incomplete, blocked or stale.

### What does the price include?

RyanBot charges $4.90 per 1,000 qualified reports, plus start and Apify usage. Ten perspectives share one company report. This task sets a $0.05 run cap. Incomplete work can return fewer results; check current pricing before starting.

### Are contacts, job listings or complete city coverage guaranteed?

No. The task inspects available public evidence within its limits. A prior Hamburg run found 20 candidates and delivered two reports. That dated example is not a coverage guarantee. Missing jobs, contacts and other findings stay explicit.

## About this Actor

This example demonstrates how to use [Local Business Leads & Email Finder for Agencies](https://apify.com/ryanbot_research/ryanbot-company-research.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/ryanbot_research/ryanbot-company-research.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/ryanbot_research/ryanbot-company-research.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`).