Market intelligence pipeline

Prevents AI-assisted market research from becoming random web search — by forcing source tiers, claim verification, confidence flags, and refresh cycles into a repeatable system.
Workflow
INPUTS RESEARCH ENGINE OUTPUTS REFRESH Source pack Tiered sources Prior report Last Notion version Business plan Claims to verify Competitor notes Pricing, features Verify claims Tier 1–3 sources Refresh market data Sizing, growth, pricing Flag confidence [LOW] on unverifiable Write report 10 sections → Notion Generate visuals HTML visual pack Notion report 10 sections + appendix HTML visual pack Animated, self-contained Vercel page Live URL per venture Update source pack New sources added Flag stale sources Mark for next cycle Review summary Delta log + confidence ↻ 6-month refresh cycle 0–1 2–3 4 5 6
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New sources discovered during research feed back into the source pack. Stale sources flagged. Delta log tracks changes between cycles.

Report database
Title Venture Vertical Status Last refreshed Sections Confidence
🎓CultureVerse Report CultureVerse EdTech Published May 8, 2026 10 HIGH
🛏️DreamLayer Report DreamLayer Sleep Tech Published May 8, 2026 10 HIGH
🔥FireGlass Report FireGlass Construction Materials Published May 7, 2026 10 HIGH
🔧FixBot Report FixBot AI SaaS Published May 7, 2026 10 MEDIUM
💰WealthPilot Report WealthPilot Fintech Published May 7, 2026 10 HIGH
📦FleetLock Report FleetLock Logistics Published May 4, 2026 10 HIGH
Output artifacts
Markdown
Source pack
Tiered sources, confidence flags, regulatory notes
Notion page
Prose report
10 sections, exec summary through recommendations
$4.4B
TAM
38%
CAGR
$2.8M
SOM
HTML / CSS / JS
Interactive visual pack
Animated stats, charts, matrices, risk grids
Tools
Claude Chat
Web Search
Notion MCP
HTML / CSS / JS
Vercel
Git
Stage detail