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What is Deep Research?

Deep Research is ZeroTwo’s advanced research tool that goes beyond simple web search. It uses a multi-agent system to conduct thorough, comprehensive research on any topic, gathering information from multiple sources and synthesizing it into detailed reports.
Deep Research is like having a team of research assistants working in parallel - each investigating different aspects of your topic and combining their findings into a comprehensive report.

When to Use Deep Research

Academic Research

Literature reviews, topic exploration, research paper preparation

Market Analysis

Industry trends, competitor analysis, market opportunities

Decision Making

Gather comprehensive information before important decisions

Due Diligence

Company research, product evaluation, technology assessment

How Deep Research Works

Multi-Agent Research System

Deep Research uses multiple AI agents working together:
1

Query Planning

AI breaks your research question into multiple sub-queries and research angles
2

Parallel Research

Multiple agents search different sources simultaneously:
  • Academic papers and publications
  • News articles and reports
  • Industry blogs and analysis
  • Technical documentation
  • Expert opinions and forums
3

Information Gathering

Each agent:
  • Searches relevant sources
  • Extracts key information
  • Identifies important quotes and data
  • Notes source credibility
4

Synthesis & Analysis

AI combines findings from all agents:
  • Identifies patterns and themes
  • Resolves contradictions
  • Highlights key insights
  • Organizes information logically
5

Report Generation

Creates comprehensive report with:
  • Executive summary
  • Detailed findings
  • Citations and sources
  • Recommendations (if applicable)

Starting a Deep Research Session

Enable Deep Research tool:
  1. Click the Deep Research toggle in the top bar
  2. Ask your research question
  3. AI initiates research process
  4. Watch progress in real-time
Research the current state of quantum computing 
and its practical applications

Research Depth Options

Choose the depth based on your needs:
Time: 2-3 minutes
Sources: 5-10
Length: 500-1000 words
Best for:
  • Quick topic overview
  • Initial exploration
  • Time-sensitive needs
  • Simple questions
Example:
Quick overview of GraphQL vs REST APIs

Monitoring Research Progress

Watch your research unfold in real-time:

Progress Indicators

What you’ll see:
  • Current phase (Planning, Researching, Synthesizing, Writing)
  • Progress percentage
  • Estimated time remaining
Phases:
  1. 📋 Planning (10%) - Breaking down query
  2. 🔍 Researching (60%) - Gathering information
  3. 🧠 Synthesizing (20%) - Analyzing findings
  4. ✍️ Writing (10%) - Creating report
Real-time updates:
  • Number of sources discovered
  • Source types (academic, news, technical, etc.)
  • Quality indicators
Example display:
Sources: 15 found
├─ Academic papers: 6
├─ News articles: 4
├─ Technical docs: 3
└─ Expert blogs: 2
As research progresses:
  • Important facts discovered
  • Emerging themes
  • Notable contradictions
  • Expert quotes
Gives you a preview of what’s being found.
See agents at work:
  • Agent 1: Searching academic databases
  • Agent 2: Analyzing recent news
  • Agent 3: Exploring technical documentation
  • Agent 4: Finding expert opinions
Shows parallel research happening.
You can pause research at any time and AI will provide a report based on findings so far.

Understanding Research Reports

Report Structure

Deep Research reports follow a clear structure:
1

Executive Summary

Quick overview (200-300 words):
  • Main findings
  • Key insights
  • Important conclusions
  • Quick recommendations
Perfect for decision-makers who need the highlights.
2

Methodology

Research approach:
  • Sources consulted
  • Search strategies used
  • Timeframe covered
  • Limitations noted
Ensures transparency and credibility.
3

Detailed Findings

Main body organized by themes:
  • Section headings for clarity
  • Supporting evidence and data
  • Quotes from experts
  • Statistical information
  • Case studies and examples
Comprehensive information organized logically.
4

Analysis & Insights

Interpretation:
  • Pattern identification
  • Trend analysis
  • Implications
  • Critical evaluation
Goes beyond facts to provide understanding.
5

Sources & Citations

Full bibliography:
  • All sources cited
  • Links to originals
  • Publication dates
  • Credibility indicators
Verify and explore further.
6

Recommendations

Actionable next steps (when applicable):
  • Based on findings
  • Prioritized actions
  • Further research areas
Helps you act on insights.

Citation Format

Each claim includes proper citations:
The global AI market is projected to reach $407 billion 
by 2027 [1], with healthcare applications growing at 
41.4% annually [2].

[1] Fortune Business Insights - AI Market Report 2024
    https://example.com/ai-market-report

[2] McKinsey & Company - Healthcare AI Analysis
    https://example.com/healthcare-ai
All citations are clickable links to original sources for verification.

Working with Research Results

Export Options

Best for: Documentation, GitHub, note-taking
  • Clean, readable format
  • Preserves structure
  • Includes all citations
  • Easy to edit
Click Export > Markdown

Share Research

Public Link

Generate shareable link for anyone

Team Share

Share with specific team members

Project Archive

Save to project for team access

Email

Send directly via email

Advanced Features

Follow-Up Research

Continue research with follow-up queries:
1

Ask Follow-Up

Can you dive deeper into the healthcare applications section?
2

Targeted Research

AI researches specifically that aspect
3

Integrated Results

New findings integrated into existing report

Compare Research

Compare multiple research reports:
Compare findings from:
1. AI in Healthcare research
2. Machine Learning in Medicine research

Highlight overlaps and differences

Time-Based Research

Research how topics evolve:
Research quantum computing developments:
- 2020-2021
- 2022-2023
- 2024-present

Show progression and trends

Research Quality Indicators

Source Credibility

Research reports include quality indicators:

High Credibility

  • Peer-reviewed journals
  • Government publications
  • Established institutions
  • Primary sources

Medium Credibility

  • Industry publications
  • Reputable news outlets
  • Expert blogs
  • White papers

Lower Credibility

  • General blogs
  • Opinion pieces
  • Unverified sources
  • Social media

Mixed Sources

Reports use primarily high and medium credibility sources

Consensus vs. Debate

Reports indicate agreement level:
  • Strong Consensus: Multiple sources agree
  • General Agreement: Most sources aligned
  • Mixed Views: Diverse perspectives
  • Active Debate: Significant disagreement
Areas of debate are highlighted with multiple perspectives presented fairly.

Best Practices

Better research questions:❌ “Tell me about AI”
✅ “What are the current practical applications of AI in small business operations?”
❌ “Climate change”
✅ “What are the most effective carbon reduction strategies for urban areas?”
Tips:
  • Be specific about scope
  • Define the aspect you care about
  • Mention context or constraints
  • Specify timeframe if relevant
Include parameters:
Research: Remote work productivity

Focus:
- Studies from 2020-2024
- Sample size > 100
- Peer-reviewed preferred
- Include statistics

Audience: Business executives
Helps AI understand what matters to you.
Always verify critical information:
  • Click through to original sources
  • Check publication dates
  • Consider source credibility
  • Look for primary sources
  • Cross-reference key facts
Deep Research is powerful but verification is your responsibility.
Match depth to need:
  • Quick decisions → Quick Overview
  • Standard work → Standard Research
  • Important decisions → Comprehensive
  • Academic/strategic → Deep Dive
Don’t over-research simple questions.
Research process:
  1. Start with standard research
  2. Review initial findings
  3. Ask follow-up questions
  4. Request deeper dives into specific areas
  5. Build comprehensive understanding
Iterative approach often better than single deep dive.

Example Research Sessions

Market Research

Research the electric vehicle market:
- Current market size and growth
- Major players and market share
- Technology trends
- Consumer adoption barriers
- Future projections 2025-2030

Depth: Comprehensive
Focus: Business decision making

Academic Literature Review

Literature review: Neural network architectures 
for natural language processing (2020-2024)

Include:
- Key papers and citations
- Architecture evolution
- Performance comparisons
- Current state of the art

Format: Academic style with full citations

Technology Evaluation

Evaluate: Kubernetes vs. Docker Swarm for 
microservices deployment

Compare:
- Scalability
- Ease of use
- Community support
- Cost implications
- Use cases

Make recommendation for 50-person engineering team

Limitations & Considerations

Important limitations to understand:
  1. Recency: Most current for information from past 2 years
  2. Paywalls: Cannot access subscription-only content
  3. Bias: Sources may have inherent biases
  4. Completeness: May miss niche or very recent sources
  5. Interpretation: AI analysis should be verified
✅ Find and synthesize information from many sources
✅ Identify patterns and trends
✅ Compare different perspectives
✅ Create structured reports
✅ Provide citations and references
✅ Save hours of manual research
❌ Access paywalled content
❌ Guarantee 100% accuracy
❌ Replace human expert judgment
❌ Provide real-time minute-by-minute updates
❌ Access private databases
❌ Conduct primary research (surveys, experiments)

Pricing & Usage

Free Tier

  • 3 Deep Research sessions per month
  • Standard depth only
  • All report features
  • Full citations

Pro Tier ($20/month)

  • 20 Deep Research sessions per month
  • All depth options
  • Priority processing
  • Export to all formats

Team Tier ($30/user/month)

  • Unlimited Deep Research
  • Shared research library
  • Collaborative annotations
  • Custom templates
Deep Research credits reset monthly. Unused credits don’t roll over.

Next Steps

Deep Research transforms hours of manual research into minutes of AI-powered investigation!