Competitive Intelligence Baseline

What It Is

The competitive intelligence baseline is a structured JSON data file that captures the current state of competitor offerings—pricing, features, positioning, differentiators—against which automated monitoring can detect and alert on changes. It transforms competitive intelligence from ad-hoc research into a systematic, automated monitoring system.

Key Patterns / Components

Baseline Structure

{
  "competitors": [
    {
      "name": "CompetitorName",
      "pricing": { "tiers": [], "model": "" },
      "features": [],
      "differentiators": [],
      "last_updated": "YYYY-MM-DD"
    }
  ]
}

Automated Monitoring Cycle

  1. Weekly cron triggers web_search + web_fetch for each tracked competitor
  2. Comparison engine diffs current state against JSON baseline
  3. Alert generation on any detected changes (new features, pricing changes, positioning shifts)
  4. Baseline update with new snapshot and timestamp
  5. Notification sent via WhatsApp or other configured channel

Research Report Automation

The CI pipeline also supports fully automated research reports:
- Search multiple queries across competitors
- Fetch and read top results
- Extract structured data
- Save with executive summary
- All without human intervention

How It Applies to Marketing Factory

Marketing competitive intelligence baseline tracks: competitor content topics, posting frequency, engagement rates, SEO keywords, advertising messages, campaign themes. Weekly automated comparison alerts the marketing team to competitor moves that should inform content strategy.