Solo Market Researcher Stack
One person running weekly market intel across 20+ companies.
/ quick answer
Discover, monitor, synthesize, deliver briefs. One person running weekly market intel across 20+ companies.
- Perplexity or Tavily (discovery)
- Playwright (structured scraping)
- Lovable AI Gateway (extraction + synthesis)
- Notion (per-target dossier)
- Beehiiv (client-facing brief)
What is the Solo Market Researcher Stack stack for?
Discover, monitor, synthesize, deliver briefs.
Which tools are in this stack?
Perplexity or Tavily (discovery), Playwright (structured scraping), Lovable AI Gateway (extraction + synthesis), Notion (per-target dossier), Beehiiv (client-facing brief).
/ continue exploring
Related concepts
The vocabulary this page depends on.
- →Deep Research (AI)
Long-running AI research task that produces a cited multi-page report.
- →Research Automation
Research automation turns a question into a sourced, structured answer using search, retrieval, extraction and synthesis agents.
Related workflows
Turn this into a repeatable process.
- →Automated Competitor Research
From a product description to a structured competitor matrix in under 10 minutes.
- →Competitor Price Monitoring
Track competitor pricing pages daily and alert on changes.
- →AI Market Research Report in One Afternoon
From blank page to sourced, structured 20-page market report in ~4 hours.
- →Personal Research Assistant Workflow
A repeatable system to research any topic deeply in under 30 minutes.
Related tool stacks
The tools that run it in production.
- →Research Automation Stack
Search, fetch, extract and synthesise sourced briefs on a schedule.
- →AI Research & Knowledge Stack
Default toolset for analysts, founders and creators doing deep research with AI.
- →AI Crypto Research Stack
A read-only research stack combining an AI assistant, web search, market data and on-chain analytics to screen assets quickly.
- →On-chain Research Stack
Explorer, indexer and analytics layers combined so wallet and token questions get answered with verifiable data.
Related prompts
Reusable prompts for this job.
- →Market Research Synthesizer
Compress 10-20 sources into a 1-page decision-grade brief.
- →Deep Research Prompt Template
Reusable Deep Research prompt that produces cited, structured reports every time.
- →Sourced Research Brief Prompt
Produces a structured brief where every claim carries a citation.
- →Token Research Prompt
Structures a full token due-diligence pass: mechanics, liquidity, concentration, bear case and unverifiable claims flagged explicitly.
Related use cases
How people apply it, and what came out.
- →3-Person Agency Outproduces 15-Person Competitors
Boutique agency uses AI ops across delivery, sales, and reporting.
- →Tech Creator Replaces a Research Assistant With a Workflow
A YouTuber cut their research time per video from 8 hours to 90 minutes.
- →Consultancy Automates Weekly Market Scans
A sourced competitor and market diff replaced a manual research day.
- →Research A Token With AI
A structured AI research pass cut token screening from three hours to 35 minutes and produced documented passes instead of impulse entries.
Comparisons & alternatives
Pick between the options.
- →AI Research vs Traditional Research
AI research compresses breadth and drafting; traditional research supplies verification and accountability for the claims you act on.