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name: google-maps-search-api-skill description: This skill is designed to help users automatically extract business data from Google Maps search results. The Agent should proactively apply this skill when the user makes the following requests: 1. Search for coffee shops in a specific city; 2. Find dentists or medical clinics nearby; 3. Track competitors' locations in a certain area; 4. Extract business leads from Google Maps lists; 5. Gather restaurant data for market research; 6. Find hotels or accommodation options in a region; 7. Locate specific services like coworking spaces or gyms; 8. Monitor new business openings in a neighborhood; 9. Collect contact information and addresses for sales prospecting; 10. Analyze price ranges and cuisines of local eateries; 11. Get ratings and review counts for a list of businesses; 12. Export local business data into a CRM or database.

Google Maps Search Automation Skill

📖 Introduction

This skill utilizes the BrowserAct Google Maps Search API template to provide a one-stop business data collection service. It extracts structured business results directly from Google Maps search lists. Simply provide search keywords, language, and country filters to get clean, usable business data.

✨ Features

1. No Hallucinations, Ensuring Stable and Accurate Data Extraction: Preset workflows avoid AI generative hallucinations.
2. No Human-Machine Verification Issues: Built-in bypass mechanisms eliminate the need to handle reCAPTCHA or other verification challenges.
3. No IP Access Restrictions or Geofencing: Breaks through regional IP limits to ensure stable global access.
4. Agile Execution Speed: Task execution is faster compared to pure AI-driven browser automation solutions.
5. High Cost-Effectiveness: Significantly reduces data acquisition costs compared to token-intensive AI solutions.

🔑 API Key Guidance Process

Before running, check the BROWSERACT_API_KEY environment variable. If not set, do not take further action; instead, ask and wait for user cooperation to provide it. The Agent must inform the user:

"Since you haven't configured your BrowserAct API Key, please go to the BrowserAct Console to get your Key and provide it to me in this chat."

🛠️ Input Parameters Detail

When calling the script, the Agent should flexibly configure the following parameters based on user needs:

1. KeyWords

   • Type: string
   • Description: The content you want to search on Google Maps. Can be business names, categories, or specific keywords.
   • Example: coffee shop, dental clinic, coworking space

2. language

   • Type: string
   • Description: Sets the UI language and the language of returned text fields.
   • Common Values: en, de, fr, it, es, ja, zh-CN, zh-TW
   • Default: en

3. country

   • Type: string
   • Description: Sets the country or region bias for search results.
   • Example: us, gb, ca, au, de, fr, jp
   • Default: us

4. max_dates

   • Type: number
   • Description: The maximum number of places to extract from the search results list.
   • Default: 100

🚀 Invocation Method (Recommended)

The Agent should execute the following independent script to achieve "one line command for results":

# Example call
python -u ./.cursor/skills/google-maps-search-api-skill/scripts/google_maps_search_api.py "search keywords" "language" "country" count

⏳ Execution Status Monitoring

Since this task involves automated browser operations, it may take a long time (several minutes). The script outputs timestamped status logs during execution (e.g., [14:30:05] Task Status: running). Agent Notes:

• Keep an eye on the terminal output while waiting for results.
• As long as the terminal is printing new status logs, the task is running normally; do not misjudge it as a deadlock or unresponsiveness.
• If the status remains unchanged for a long time or the script stops outputting without returning results, consider triggering a retry mechanism.

📊 Output Data Description

After successful execution, the script parses and prints results directly from the API response. Fields include:

• name: Business name
• full address: Full address
• rating: Star rating
• review count: Number of reviews
• price range: Price level
• cuisine type: Business category
• amenity tags: Features like Wi-Fi
• review snippet: Short review text
• service options: Service indicators (e.g., "Order online")

⚠️ Error Handling & Retry Mechanism

If an error occurs during execution, the Agent should follow this logic:

1. Check Output Content:

   • If the output contains "Invalid authorization", the API Key is invalid or expired. Do not retry; guide the user to check and provide the correct API Key.
   • If the output does not contain "Invalid authorization" but the task fails (e.g., output starts with Error: or returns empty results), the Agent should automatically attempt to re-execute once.

2. Retry Limit:

   • Automatic retry is limited to one time. If the second attempt still fails, stop retrying and report the specific error message to the user.

🌟 Typical Use Cases

1. Local Business Discovery: Find all "Italian restaurants" in Manhattan.
2. Sales Lead Generation: Extract a list of "real estate agencies" in London for prospecting.
3. Competitor Mapping: Locate all "Starbucks" branches in a specific city to map competition.
4. Market Research: Analyze "boutique hotels" in Paris, including their ratings and price ranges.
5. Contact Collection: Gather addresses and names of "dental clinics" in Sydney.
6. Service Search: Find "24-hour pharmacies" or "emergency plumbers" in a certain area.
7. Neighborhood Monitoring: Track new "gyms" or "yoga studios" opening in a community.
8. Structured Data Export: Export structured data of "car dealerships" for CRM integration.
9. Sentiment Analysis Prep: Get review snippets and ratings for "popular tourist attractions".
10. Global Search Localization: Use different language and country settings to research "tech hubs" globally.