🎯 Niche Validator

Validate Your Ecommerce Business Idea

Ecommerce fails on unit economics 80% of the time. Our analysis checks: margins after COGS + ads, supplier concentration risk, and whether Amazon already dominates the niche.

Check My Idea — $39 One-time analysis · 6 AI models · GO/NO-GO verdict in 60 minutes

Questions We Ask for This Niche

Q1.What is your gross margin after product cost and fulfillment?

Q2.Is this a commodity (compete on price) or a brand (compete on identity)?

Q3.What is your plan for first 100 orders — paid ads, organic, or marketplace?

Risks We Catch in This Niche

⚠Amazon competing directly

⚠CAC inflation from Google/Meta

⚠Supplier concentration

⚠Inventory risk

What You Get in the Report

Competitor Map

Live competitor research via Perplexity deep search — not outdated training data.

Financial Model

CAC, LTV, runway and unit economics specific to your niche and pricing.

GO / NO-GO Verdict

One clear answer from 6 adversarial AI models — no “it depends”.

10 Hypotheses to Validate

Concrete, falsifiable hypotheses you can test in the next 30 days.

Risk Matrix

Top kill signals ranked by probability and impact — what could break first.

30-Day Action Plan

Exactly what to do next week — not a generic checklist.

Validate Your Idea — $39

6 AI models will attack your business idea and give a GO/NO-GO verdict with competitor map, risk list, and 30-day action plan.

Check My Idea Now

One-time analysis · results in 60 minutes · no subscription