Local Market Scout

Use this skill to evaluate a local market in a practical, business-first way.

Workflow

1. Start with google_maps_search to find businesses in the target city or category.
2. Keep only the most relevant places by rating, review count, and business fit.
3. If the user needs deeper insight, call google_maps_reviews for the shortlisted places.
4. Summarize:

• strongest businesses
• common customer expectations
• obvious market gaps

Recommended Inputs

• location
• category
• ideal review threshold
• whether the user wants just discovery or review analysis too

Preferred Tool Pattern

Step 1. Discovery

Use google_maps_search.

Good arguments:

{
  "query": ["bars kyiv ukraine"],
  "limit": 20,
  "language": "en",
  "region": "ua",
  "fields": ["name", "full_address", "rating", "reviews", "place_id"],
  "execution_mode": "sync"
}

Step 2. Review Analysis

Use google_maps_reviews on the shortlisted place_id values.

{
  "query": ["PLACE_ID_1", "PLACE_ID_2"],
  "reviews_limit": 40,
  "sort": "newest",
  "language": "en",
  "execution_mode": "sync"
}

Output Style

Return:

• top candidates
• one-paragraph market summary
• review-driven insights if review analysis was requested

Do not dump raw records unless the user explicitly asks for them.