Real-Time Market Intelligence
System Blueprint Overview: The Real-Time Market Intelligence workflow is an elite agentic system designed to automate research & analysis operations. By leveraging autonomous AI agents, it significantly reduces manual overhead, saving approximately 7 hours/week hours per week while ensuring high-fidelity output and operational scalability.
Real-Time Market Intelligence Blueprint
šÆ Workflow Summary Never be blindsided by a competitor again. This autonomous agent scrapes competitor websites daily, identifies strategic shifts (pricing, features, hiring), and sends a filtered "War Room" brief to your Slack.
š§© Component Stack | Component | Tool/Service | Role | |-----------|-------------|------| | Scraper | Browse.ai / Firecrawl | Website change detection | | Analyst Agent | Claude 3.5 Sonnet | Strategic insight extraction | | Scheduler | Cron / Trigger.dev | Daily execution | | Comms | Slack API | Instant alerts |
š Workflow Diagram
flowchart TD
A[Competitor URLs] --> B[Firecrawl Daily Scrape]
B --> C[Claude 3.5 Sonnet]
C --> D[Identify Strategic Shifts]
D --> E{Impactful?}
E -->|Yes| F[Slack Notification]
E -->|No| G[Log to Database]
š¤ AI Model Recommendations
- Task: Strategic Analysis
- Model:
claude-3-5-sonnet - Why: Better at "reading between the lines" and identifying subtle business shifts than GPT-4.
- Model:
š ļø Tool & API Stack
- Firecrawl: ā (Best for LLM-ready scraping)
- Trigger.dev: āā (Typescript-native scheduling)
š Step-by-Step Build Order
- Set up a daily Firecrawl job for a list of competitor URLs.
- Store yesterday's HTML in Supabase.
- Send a "Diff" of yesterday vs today to Claude.
- Filter out noise (formatting changes) and highlight business moves.
- Push a summary to your leadership Slack channel.
š° Cost Estimate
- Standard: ~$40/mo (Scraping credits + Claude API)
ā ļø Gotchas & Best Practices
- Competitors often block bots; use Firecrawl's built-in proxy rotation.
The Workflow
Monitor Sites
Set up Browse.ai to track competitor landing pages.
Filter with AI
Use Feedly Leo to filter out noise and highlight strategic changes.
Weekly Brief
Automate a Slack notification with the top 3 weekly threats.
Workflow Insights
Deep dive into the implementation and ROI of the Real-Time Market Intelligence system.
Yes, this workflow is designed with architectural clarity in mind. Most users can implement the core logic within 45-60 minutes using the provided steps and tool recommendations.
Absolutely. The blueprint provided is modular. You can easily swap tools or modify individual steps to fit your unique operational requirements while maintaining the core algorithmic efficiency.
Based on current benchmarks, this specific system can save approximately 7 hours/week hours per week by automating repetitive tasks that previously required manual intervention.
The tools vary. Some are free, while others may require a subscription. We always try to recommend tools with generous free tiers or high ROI to ensure the automation remains cost-effective.
We recommend reviewing each step carefully. If you encounter issues with a specific tool (like Zapier or OpenAI), their respective documentation is the best resource. You can also reach out to the Dailyaiworld collective for architectural guidance.