Startup idea

Deepest Research

A meta-research tool that takes a complex query and runs it simultaneously across all frontier LLMs (ChatGPT, Claude, Grok, Perplexity) and internet sources. It then synthesizes a master report, specifically highlighting where the AIs contradict each other or have different facts.

Opportunity7.2

Why now

No single LLM is perfect. Users currently manually copy-paste queries into 4 different tabs when they need absolute truth or comprehensive research.

Market gap

Current AI search engines summarize using one model. None explicitly synthesize multiple frontier models to highlight discrepancies and edge cases.

Business fit

Type
SaaS / Tool
Target
Financial analysts, deep technical researchers, competitive intelligence professionals.
Revenue
$5M - $20M+ Prosumer SaaS
Founder
Developer who understands LLM orchestration, agentic workflows, and UI synthesis.

Scores

Problem
9.0
Feasibility
7.0
Why now
10.0
Go-to-market
7.0
Confidence
10.0

Proof signals

Keyword demand

KeywordVolumeGrowth
multi-LLM searchno datano data
deep AI research toolno datano data

US English Google Ads volume from DataForSEO; growth uses returned monthly search history.

Source episode

Vercel's CEO Shares 5 AI Startup Ideas So Good You’ll Quit Your Job46:47
I would love a tool that uses all the available intelligence on the internet to produce the best possible report. Key, tell me how the experts, aka AIs, differed.

Topics

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