Content Analysis

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 a keyword, the target domain, phrases to track, market categories, the target market, the search language, a start date, and an end date.

How to use it

1. 01

   Find and summarize

   Search public content and summarize the collected set.

2. 02

   Sentiment and ratings

   Measure sentiment and rating patterns.

3. 03

   Language and category trends

   Track recurring phrases and category movement.

What you get

What you receive

Returns matching content plus aggregated sentiment, rating, phrase, or category patterns.

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 content-analysis MCP tool to find public content discussing AI marketing automation. Keep the result focused, cite the returned evidence, and explain the next decision.

Use the content-analysis MCP tool to summarize sentiment and rating distribution for a brand topic. Keep the result focused, cite the returned evidence, and explain the next decision.

Use the content-analysis MCP tool to track phrase and category trends during the last quarter. Keep the result focused, cite the returned evidence, and explain the next decision.

Limitations

Read this before use

Sentiment and trend summaries reflect the collected public sample and may not represent the full market.

Scenarios

Tags