The companies that win the next market are the ones that saw it forming first.
Every market that exists today started as pain. Someone complained on a forum. Someone built a workaround. Someone switched tools out of frustration. Those signals accumulate months before a market becomes visible — before the first TechCrunch article, before the first VC memo, before the first Gartner quadrant.
Most organizations see markets after they form. We exist to change that.
How It Works
Pain signals in. Market detections out.
Junctiq continuously monitors organic public discourse — Reddit, HackerNews, GitHub Issues, G2, and other behavioral sources — to extract structural market pain. Not trending topics. Not keyword spikes. Structural problems: the kind people build workarounds for, switch tools over, and spend money to escape.
These signals are clustered by semantic similarity, scored across eight pressure dimensions — urgency, breadth, persistence, switching intent, willingness to pay, workaround density, recency, and entity consensus — and when the evidence crosses our promotion threshold, the detection is committed to a public, immutable ledger.
We don't predict what will happen. We detect what's already forming.
Why Trust Us
Anyone can claim detection. We prove it.
The prediction industry has zero accountability. Analysts publish reports and never revisit them. VCs claim pattern recognition but never publish hit rates. Strategy consultants deliver decks and disappear.
We built the proof layer underneath our detections: an SHA-256 hashed immutable ledger, Brier-scored accuracy grading, and a public graveyard of every market we thought was forming but wasn't.
Accountability is not our product. It's the reason you can trust our product.
What We Believe
Six principles. No exceptions.
Markets should be detected, not described.
We extract real-time pain signals from organic public discourse — Reddit threads, HackerNews complaints, GitHub issues, G2 reviews. Revealed preferences, not survey responses. Behavioral data, not analyst opinion. The signal exists in the world. Our job is to find it before it becomes obvious.
Detections should be committed, not suggested.
A prediction you can edit after the fact is not a prediction. Every call we make is SHA-256 hashed and timestamped on a public ledger. We cannot modify what we've said. Neither can anyone else.
Accuracy should be measured, not claimed.
We grade ourselves with Brier scores — the same statistical method used by IARPA's superforecasting tournaments. Not testimonials. Not case studies. Math.
Failures should be published, not hidden.
We maintain a public graveyard of every prediction we got wrong. With post-mortems. With honest analysis of why. The graveyard is not a liability — it is the proof of our integrity.
Detection should compound, not expire.
Every resolved prediction — right or wrong — feeds back into our calibration engine. Our scoring weights improve through recursive self-auditing. Every market that forms teaches the system what formation looks like.
The company that publishes its scorecard earns the right to advise.
If your detection engine doesn't grade itself in public, it's not a detection engine — it's marketing. We chose radical transparency not because it's comfortable, but because it's the only thing that actually builds trust.
The Enemy
Retroactive insight.
Every analyst report that tells you what happened last quarter. Every market intelligence platform that monitors the present and calls it “foresight.” Every VC “thesis” without a timestamp. Every strategy deck without a receipt hash.
The enemy is not a company. The enemy is the practice of describing markets after they form and calling it intelligence.
Our Commitment
Every market detection is committed to a public, immutable ledger.
Every detection is SHA-256 hashed at commitment time. The hash cannot be recomputed.
Every detection has a timing window. When the window expires, we face the outcome.
Every resolved detection — right or wrong — is published on our track record.
Every wrong detection enters the graveyard with a failure analysis.
Our Brier score is published the moment we have enough data. Not before. Not after.
We do not edit history. We learn from it.
Verify, don't trust.
Our entire detection history is public. Every call. Every outcome. Every failure. See the ledger for yourself.
The Junctiq Manifesto · Accountable Market Detection · 2026