LOOTR — Stop Asking AI If Your Idea Is Good. Put It On Trial.
A London tribunal with a Silicon Valley engine. LOOTR finds real market signals, checks similar failures, and runs your idea through a calibrated multi-agent Tribunal before you waste months building. Not AI magic. Evidence under pressure.
How LOOTR Works
We scan — 90+ wire sources monitored daily including Reddit, AppSumo, Product Hunt, GitHub, and industry newsletters.
AI scores — Market size, competition, willingness-to-pay, and survival odds.
You build — With verified demand, not guesswork.
Features
Opportunity Radar — Daily feed of scored startup ideas from 90+ sources
Tribunal — Submit your idea and get a calibrated verdict with evidence
Graveyard — Historical failure checks so you do not repeat the same mistakes
Full Case Review — Deep market research, competitor analysis, and build roadmap
Builder — $29/month. Full scores, 50 opportunities, execution tools, 1 Full Case Review.
Founder — $49/month. Unlimited opportunities, full history, source evidence.
Studio — $99/month. API access, custom alerts, Studio Lab, priority support.
Frequently Asked Questions
What makes LOOTR different from other idea generators?
We do not generate ideas with a prompt. We monitor real market signals, score them with AI, and file only the ones with verified demand.
How accurate are the AI scores?
Our AI evaluates market size, competition, willingness-to-pay, and timing. It is not perfect, but it is far better than guessing.
Can I cancel my subscription?
Yes, cancel anytime. No questions asked.
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What is LOOTR?
LOOTR is an AI startup intelligence platform that discovers emerging business opportunities and pressure-tests them through a multi-agent AI tribunal. Unlike simple idea validators that give you a score, LOOTR puts every idea through an adversarial debate between multiple AI analysts, delivers a verdict backed by evidence, and coaches founders on their specific execution advantages and gaps.
How LOOTR Works
Evidence First: Market data, failure patterns, and success precedents are gathered before any analyst evaluates the idea.
Adversarial Debate: Multiple AI analysts argue for and against every idea from competing perspectives.
Independent Audit: A separate audit system checks for overclaims and inconsistencies. The verdict can change.
Founder Coaching: Execution Lens maps your personal advantages, gaps, and next moves — separate from the idea score.
Key Differentiators
Not a quiz that spits out a number
Not a chatbot giving a single opinion
Multi-agent debate with independent audit
Separate idea scoring and founder coaching
Evidence-first: no analyst speaks before data is gathered