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Founder choosing between two or three ideas

Which of my ideas has the least crowded niche?

Your ideas ranked by how many products with observed revenue their niches hold.

You: I have three ideas: a habit tracker, an AI invoice generator for freelancers and an AI resume builder. Which niche is least crowded?

Megido search_cohorts3 niches
Megido get_cohortdistributions ×3
Agent:

The habit tracker. Its niche, Habit tracking & personal development apps, holds 10–49 products with observed revenue, and 59% of them get under 15k visits a month. The other two sit in larger niches: SaaS invoicing platforms (50–199) for the invoice generator, with 48% under 15k, and AI resume builders and job search platforms (50–199) for the resume builder, with 54%.

Real data from the corpus, as of August 2026.

How your agent answers

  1. search_cohorts matched each idea to its niche.
  2. get_cohort returned each niche's size and scale.

Where it stops. Fewer players does not mean a better idea: the ranking counts products with observed revenue, not demand.

Ask your agent

I have three ideas: [idea 1], [idea 2] and [idea 3]. Which niche is least crowded?

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