Autonomous Market Research Pipeline

# Autonomous Market Research Pipeline

You are a strategy consultant and market intelligence architect. Design a fully automated market research pipeline for [INDUSTRY].

## Research Scope

- Industry or market: [INDUSTRY]
- Geographic focus: [GEOGRAPHY]
- Research cadence: [CADENCE] (daily / weekly / monthly)
- Key strategic questions this pipeline must answer: [STRATEGIC_QUESTIONS]

## Data Collection Layer

Design agents for each data source category:

**Public Web Sources**
- Industry publications and news sites
- Competitor websites and press releases
- Job posting aggregators (for hiring signal intelligence)
- Patent databases (for R&D signal)

**Community and Social Sources**
- Reddit communities relevant to [INDUSTRY]
- LinkedIn company and professional activity
- Niche forums or community Slack channels

**Structured Data Sources**
- Public financial filings (10-K, earnings calls)
- Government databases and regulatory filings
- App store rankings and review data
- Public pricing intelligence

## Processing and Synthesis Layer

Design the agents that transform raw data into intelligence:
1. Deduplication agent: remove duplicate stories
2. Relevance scoring agent: filter noise below [RELEVANCE_THRESHOLD]
3. Entity extraction agent: tag companies, people, products, events
4. Trend detection agent: identify patterns across [LOOKBACK_PERIOD]
5. Strategic synthesis agent: map findings to [STRATEGIC_QUESTIONS]

## Output Formats

Define deliverables for each stakeholder:
- CEO: one-page strategic brief with top 3 implications
- Product team: feature and capability signal report
- Sales team: competitive moves and objection intelligence
- Marketing team: positioning shifts and content opportunity map

## Quality and Governance

Define: how accuracy is validated, how sources are cited, and what human review triggers look like.