Uncover true market demand with ASI-level intelligence. Stop guessing, start validating before you write a single line of code.
DEMAND SIGNAL DETECTED
94.2% Strength
Millions of hours are wasted building products based on "hunches" or misleading surface-level trends. Founders fall in love with solutions before validating problems.
Genuine demand exists, but it's buried in noise. Social listening is too broad. Surveys are biased. Without deep intelligence, you are flying blind.
"What are people begging for — but no one is building properly?"
The first ASI-level agent designed to scour the digital ocean for frustration signals. It doesn't just track mentions; it analyzes pain intensity and buyer intent.
VERDICT: HIGH DEMAND
Unsolved Pain Detected: "AI Video Editing Workflow"
3,420 users expressing severe frustration with current timeline tools.
Most tools tell you what happened. We tell you what needs to happen.
Ignores vanity metrics. Hunts specifically for "I wish this existed" and "I hate this tool" signals.
Differentiates between "nice to have" and "hair on fire" problems that people pay to solve.
Provides a clear GO/NO-GO verdict based on market saturation and opportunity gap.
The only platform designed specifically for the pre-code, pre-investment phase.
Autonomous agents scan Reddit, X, Discord, and niche forums for language indicating frustration, anger, and unmet needs.
Converts raw unstructured complaints into clear, quantifiable problem statements and market opportunity size.
Outputs a definitive recommendation: ✅ Build now, ⚠️ Wait, or ❌ Don't build, backed by data.
Geographic and niche-specific visual overlays of demand intensity.
Adversarial AI analysis that stress-tests your idea against market realities.
Identifies exactly where your competitors are failing their users.
"What problems are creators struggling with in AI tools?"
Agents scan 14,000+ conversations. Extracting: Frustration, frequency, willingness to pay.
Clear problem statement & validated audience.
Stop building dead-end projects. Validate before you code.
Prove market pull to investors with hard data, not pitch decks.
Find the exact topics your audience is desperate to hear about.
Filter deal flow by actual market demand signals.
The cost of a subscription is 1% of the cost of a failed launch.
For creators & solopreneurs.
For serious founders.
For growing startups.
For VCs & Agencies.
As AI makes building software near-zero cost, the world will drown in bad ideas. Noise will increase exponentially. Clarity becomes the ultimate premium asset. Demand Decoder ensures you are on the right side of history.
Unlock unparalleled market insights and launch with absolute confidence.