Local Business Data

What to prepare

Start with the business question

Tell your AI what you want to learn. It will choose the matching task mode.

Add context only when it matters

When relevant, add the platform, a keyword, the target domain, comparison domains, the place ID, the hotel ID, the target market, and the search language.

How to use it

1. 01

   Find businesses

   Search businesses and summarize categories.

2. 02

   Business details

   Read public business information and updates.

3. 03

   Hotels

   Search hotels and inspect a selected property.

4. 04

   Reviews and questions

   Read reviews, extended reviews, and public questions.

5. 05

   Reputation and visual discovery

   Search reputation records, reviews, and visual references.

What you get

What you receive

Returns matching places, public details, updates, reviews, questions, reputation records, or visual references.

How to use it

Use the returned evidence to compare options, prioritize the next action, or pass a clear brief to another workflow.

Prompt examples

Use the local-business-data MCP tool to find independent coffee shops in Austin, Texas. Keep the result focused, cite the returned evidence, and explain the next decision.

Use the local-business-data MCP tool to inspect public details and reviews for one place ID. Keep the result focused, cite the returned evidence, and explain the next decision.

Use the local-business-data MCP tool to research recurring reputation topics for a local brand. Keep the result focused, cite the returned evidence, and explain the next decision.

Limitations

Read this before use

Listings and reviews are public snapshots and can be incomplete, duplicated, or changed by their owners.

Scenarios

Tags