Workflow
AI Market Research Report in One Afternoon
From blank page to sourced, structured 20-page market report in ~4 hours.
1 min readupdated 2026-06-22
/ quick answer
A deep-research agent gathers sources, a synthesis chain structures findings, and a review pass fact-checks each claim against its source. From blank page to sourced, structured 20-page market report in ~4 hours.
From blank page to sourced, structured 20-page market report in ~4 hours. The problem it solves: Market reports take weeks and cost thousands, most of it spent gathering sources you'll skim once. A deep-research agent gathers sources, a synthesis chain structures findings, and a review pass fact-checks each claim against its source. It runs in 6 steps, starting with define scope: market, segments, geographies, time horizon. This workflow node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Problem
Market reports take weeks and cost thousands, most of it spent gathering sources you'll skim once.
Solution
A deep-research agent gathers sources, a synthesis chain structures findings, and a review pass fact-checks each claim against its source.
Steps
- 01Define scope: market, segments, geographies, time horizon.
- 02Run a deep-research agent (Perplexity, GPT Deep Research, or a custom LangGraph pipeline) with a scoped brief.
- 03Extract structured findings: TAM/SAM/SOM, top 10 players, pricing bands, trends, risks.
- 04Synthesise into a report skeleton, one section per finding, with inline citations.
- 05Fact-check pass: for each cited claim, re-fetch the source and verify the quote/number.
- 06Export to a shareable doc; archive raw sources for defensibility.
Tools Used
Prompts Used
Variations
- Version-control the report so quarterly updates are diffs, not rewrites.
Related Dictionary
/ frequently asked
What does the AI Market Research Report in One Afternoon workflow do?
A deep-research agent gathers sources, a synthesis chain structures findings, and a review pass fact-checks each claim against its source.
What problem does AI Market Research Report in One Afternoon solve?
Market reports take weeks and cost thousands, most of it spent gathering sources you'll skim once.
How many steps does AI Market Research Report in One Afternoon take?
6 steps. It starts with define scope: market, segments, geographies, time horizon. and ends with export to a shareable doc; archive raw sources for defensibility..
Which tools does AI Market Research Report in One Afternoon need?
It uses ai-research-stack — each linked below with its own node.
↳ connected nodes
Dictionary↳ linked
Hallucination
When an LLM confidently generates false or fabricated information.
Dictionary↳ linked
Chain of Thought
Prompting an LLM to reason step-by-step before answering, often improving accuracy on hard tasks.
Tool Stack↳ linked
AI Research & Knowledge Stack
Default toolset for analysts, founders and creators doing deep research with AI.
Prompt↳ linked
Competitor Discovery Prompt
Surface and structure direct competitors for a given product.
Prompt↳ linked
Structured Data Analysis from CSV
Get a defensible analysis + chart suggestions from a raw CSV with no human pre-processing.
Comparison↳ linked
Perplexity vs ChatGPT Search
Two answer engines, two philosophies: citation-first research vs conversational assistant.
Use Case↳ linked
Consultancy Productizes an Audit With AI Agents
A 4-person data consultancy turned its manual audit into a €2k self-serve product.
Prompt↳ linked
Market Research Synthesizer
Compress 10-20 sources into a 1-page decision-grade brief.
Tool Stack↳ linked
Solo Market Researcher Stack
One person running weekly market intel across 20+ companies.
Dictionary↳ linked
Deep Research (AI)
Long-running AI research task that produces a cited multi-page report.