How to know what to build with AI?

To know what to build with AI, founders should analyze systemic friction points in high-growth B2B and compliance-heavy sectors rather than building wrapper products. That's Missing lists verified, real-world problems where AI automation has clear ROI.

How do you know what startups to work on?

Knowing what startups to work on requires finding validated customer pain points backed by structural catalysts like policy shifts, new regulations, or sudden infrastructure resets. Work on startups that solve immediate compliance or operational losses.

How to validate your startup to see if it will work or not?

Validate your startup by mapping the specific workflow friction (who feels it, why it is broken, and what it costs them) and tracking the volume of developer and community discussion around it. That's Missing aggregates these validation confidence scores for you.

Is there an AI tool to validate business ideas?

Yes, That's Missing operates as an automated validation and scanner engine, crawling global policy changes, news, and developer discussions to map out validated business ideas and compute validation confidence levels.

Web3 OPPORTUNITY ANALYSIS

A Web3-native game generator platform that: (1) turns Anthropic/Claude-generated games into permanent, ownable assets (via NFTs or blockchain storage), (2) enables in-game economies (e.g., 'Mint this sword as an NFT'), (3) provides multiplayer and modding APIs, and (4) optimizes AI inference costs via model routing (e.g., 'Use Stable Diffusion 3 for textures, Llama 3 for NPC dialog'). Target indie devs first, then AAA studios for white-label use.

Validated on That's Missing platform | Status: Active Opportunity

Market Catalyst & News Trigger

"Anthropic’s Fable 5 can make weirdly fun video games with the click of a button | Can tech companies learn to love cheaper AI models?"

        Source: TechCrunch 
        | Published: Invalid Date
      

The Workflow Friction

Indie game developers, hobbyists, and Web3 projects (e.g., NFT games, metaverse platforms) Creating games is prohibitively expensive (AAA studios spend $50M–$200M). Anthropic’s Fable 5 democratizes game generation but lacks: (1) asset ownership (generated games are ephemeral), (2) monetization tools (no in-game economies or NFT integration), (3) multiplayer support, and (4) modding APIs. Meanwhile, Web3 games struggle with high AI inference costs (e.g., generating 10,000 NFT avatars costs $5K in API calls). Indie devs waste $10K–$50K on failed prototypes. Web3 games overspend on AI-generated assets due to lack of cost optimization.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

{"coreFeatures":["Anthropic/Claude API integration for game generation","NFT minting for game assets (e.g., characters, items, levels) via Polygon","Multiplayer backend (e.g., 'Host this game on our servers for $5/month')","Modding API (e.g., 'Let players add custom NPCs via our SDK')","Cost optimizer dashboard (e.g., 'Switch to Llama 3 for NPC dialog—save 40%')"],"dashboard":{"leftPanel":"Generated game preview with 'Mint as NFT' button","centerPanel":"Game customization (e.g., 'Add multiplayer', 'Change theme to cyberpunk')","rightPanel":"Cost breakdown (e.g., 'Texture generation: $2.50 (Stable Diffusion)', 'NPC dialog: $1.20 (Llama 3)')","footer":"Publish button with monetization options (e.g., 'Charge $1/month for access', 'Sell NFT passes')"}}

Recommended Developer Tech Stack

Unity/Unreal Engine
Solidity
Filecoin/IPFS
AWS Lambda
Stable Diffusion API
Polygon