Workflow Deep Dive - Deep Research
Autonomous Research and Analysis with Multi-Step Planning
When to Use
Deep research requiring multiple sources
Complex analysis with cross-functional data
Competitive intelligence gathering
Market trend analysis
How It Works
Define goal and success criteria
Establish clear objectives and measurable outcomes for the research task
AI agent plans research strategy
Automated creation of comprehensive research methodology and approach
Executes searches across multiple sources
Systematic data gathering from diverse sources and databases
Synthesizes findings with citations
AI processes and organizes information with proper source attribution
Human reviews and validates insights
Expert validation ensures accuracy and strategic relevance
Example Prompt Flow
Initial Prompt:
[PERSONA] You are an expert market research analyst specializing in the enterprise technology and Artificial Intelligence sectors. You have deep knowledge of the current competitive landscape. [TASK] Research and identify the top 3 competitors in the "enterprise AI platform" space. [CONTEXT] For each of the 3 competitors, you must find the following specific information: 1. Core Product Offerings: What are their main platforms or services? 2. Pricing Model: How do they charge for their products (e.g., subscription, usage-based, custom quote)? 3. Key Differentiators: What unique features or market positions set them apart? 4. Recent News: Have they had any major partnerships or funding rounds in the last 12-18 months? 5. Customer Proof: Find at least one customer testimonial or case study. [FORMAT] 1. First, present the detailed findings for each competitor. 2. After presenting the individual research, synthesize all findings into a single comparison table. 3. Finally, conclude with a brief "Strategic Recommendations" section based on your analysis, highlighting potential opportunities or threats.
Agent Actions:
Searches company websites, press releases, analyst reports
Extracts pricing information from public sources
Identifies recent news and partnerships
Gathers customer reviews and case studies
Creates structured comparison with insights
Human Oversight
Validates accuracy of competitive intelligence
Adds insider knowledge and context
Refines strategic recommendations
Ensures compliance with research ethics
Outcome
Comprehensive competitive analysis in hours instead of days, with human expertise focused on strategic interpretation and client-specific recommendations.