AI made shipping easy. Knowing what deserves to ship is still scarce.

Size, growth, severity, and competition scored into one ranked opportunity index — with every kill reason shown, so you stop building the wrong thing.

Open the market mapBrowse kill verdicts

Index · Top markets

Start with the outlook word — Strong means a good place to build. Market size and yearly growth sit beside it.

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  1. 01

    Digital Health

    Healthcare

    Market
    $430B
    Growth
    22.2%/yr
    Outlook

    Strong

    Good place to build

  2. 02

    AI and Machine Learning

    Technology

    Market
    $294.16B
    Growth
    30.6%/yr
    Outlook

    Strong

    Good place to build

  3. 03

    Cybersecurity

    Technology

    Market
    $272B
    Growth
    11.9%/yr
    Outlook

    Promising

    Worth a closer look

  4. 04

    Creator Economy

    Media

    Market
    $210.8B
    Growth
    20%/yr
    Outlook

    Promising

    Worth a closer look

  5. 05

    AI Infrastructure

    Technology

    Market
    $58.8B
    Growth
    26.6%/yr
    Outlook

    Promising

    Worth a closer look

  6. 06

    Climate Tech

    Sustainability

    Market
    $13B
    Growth
    20%/yr
    Outlook

    Promising

    Worth a closer look

  7. 07

    EdTech

    Education

    Market
    $187.01B
    Growth
    10.8%/yr
    Outlook

    Promising

    Worth a closer look

  8. 08

    PropTech

    Real Estate

    Market
    $45.2B
    Growth
    17.79%/yr
    Outlook

    Mixed

    Tradeoffs ahead

How to read the outlook

Look at the word first. Strong means a good place to build. Promising means worth a closer look. Mixed and Tough mean harder conditions.

  • Strong·Good place to build. Large or fast market, sharp pain, and room to enter.
  • Promising·Worth a closer look. Real opening, but check competition and how acute the pain is.
  • Mixed·Tradeoffs ahead. Softer pain, slower growth, or a crowded field.
  • Tough·Hard mode. Small or slow market, mild pain, or heavy competition.

Library · Verdicts

112 scored ideas, 6 still standing

Transparent kill reasons (Niche, Saturated, Vitamin, and more) plus Solo Dev feasibility benchmarks. The point is to stop building the wrong thing.

Read the verdicts

Field notes · Research

24 deep dives behind the map

Industry write-ups, sources, and community signal notes that feed 24 industries and the problem database.

Open research

Field guide

Frequently asked

Atlas of Ideas is a SaaS opportunity discovery platform. It maps market sizes and growth for 24 high-growth industries, catalogs unsolved problems by severity, and publishes scored idea verdicts (Pursue, Park, or Kill) with the reasoning shown, for founders deciding what to build next.