The Stack Map Workflows › Deep Research and Knowledge Synthesis
Research & Analysis 4 steps 7 tools

Deep Research and Knowledge Synthesis

Conduct comprehensive research on any topic by combining AI search, academic databases, document analysis, and report generation. Used by analysts, researchers, and consultants to compress days of research into hours while producing better-cited, more thorough reports.

researchersanalystseveryone
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Workflow

Step 1
Broad topic exploration
Use Perplexity Pro Search to get an initial overview of the topic, identify key subtopics, and find the most authoritative sources. Save cited sources for deeper reading.
Alternatives: ChatGPTGemini
Input: A research question or topic
Output: Topic overview with key subtopics and source list
Topic overview with key subtopics and source list
Step 2
Academic literature review
For topics requiring scientific evidence, search academic databases for relevant papers. Extract key findings, methodologies, and conclusions from the most relevant studies.
Alternatives: Consensus
Input: Key subtopics and research questions
Output: Structured summary of relevant papers and findings
Structured summary of relevant papers and findings
Step 3
Deep document analysis
Upload the most important papers, reports, and articles to NotebookLM. Ask detailed questions to extract specific information and generate an Audio Overview for high-level synthesis.
Alternatives: Claude
Input: Papers, reports, and articles from prior steps
Output: Detailed Q&A extracts and audio synthesis
Detailed Q&A extracts and audio synthesis
Step 4
Report generation
Use Gemini's Deep Research mode or Claude to generate a comprehensive, well-structured report drawing on all research gathered in previous steps.
Alternatives: ClaudeChatGPT
Input: All research notes and extracted findings
Output: Comprehensive, well-cited research report

Step Details

Step 1

Broad topic exploration

Use Perplexity Pro Search to get an initial overview of the topic, identify key subtopics, and find the most authoritative sources. Save cited sources for deeper reading.

Step 2

Academic literature review

For topics requiring scientific evidence, search academic databases for relevant papers. Extract key findings, methodologies, and conclusions from the most relevant studies.

Step 3

Deep document analysis

Upload the most important papers, reports, and articles to NotebookLM. Ask detailed questions to extract specific information and generate an Audio Overview for high-level synthesis.

Step 4

Report generation

Use Gemini's Deep Research mode or Claude to generate a comprehensive, well-structured report drawing on all research gathered in previous steps.

🌐 See this workflow on the interactive graph →
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