Trading Signals:
why we don't sell them

We built a directional prediction model. We tested it under a protocol written before we looked at the results. It failed, so we stopped selling the thing it was supposed to power. This page is the experiment, what we publish instead, and what to ask anyone who does sell signals.

The Promise You Came Here For

You searched for a trading signals platform, so let us be straight about what that usually means: a service that tells you which stock, and ideally which way, so the judgement is handled and you only have to act.

That is a reasonable thing to want. Watching markets is exhausting, information arrives faster than anyone can read it, and the appeal of a system that compresses all of it into "buy this now" is obvious. We are not going to be condescending about the search — we built toward exactly that product for months.

We are just not going to sell it to you, and the rest of this page is why.

Why We Don't Sell Them

Our architecture originally assumed three components had to work: detect that a move is coming, predict its direction, and time the exit. The first looked promising. So we went to the second and tested it properly.

Properly means pre-registered. Before touching the analysis, we wrote down what would count as success: an AUC above 0.60, balanced accuracy above 0.57, stability across weeks, and beating the naive baseline of "the opening gap continues". Fixing the bar first is what stops you from moving it afterwards.

The model failed every criterion:

Two details matter more than the table. One week came in at 0.450 — below a coin flip, which is the signature of noise rather than a weak signal. And on the subset where the model was most confident, precisely where a signals product would concentrate its claims, the directional bets still lost money net of costs. There was no profitable directional subset to carve out.

We did not soften this into "guidance" or "conviction". We abandoned it, and rebuilt the product around what was left.

This is also what finance theory would have predicted. Volatility clusters and persists — that is why magnitude carries some forecastable structure. Direction is the one thing every participant is competing to price correctly, so it is arbitraged away fastest. Finding that direction was unpredictable and magnitude was not is the ordinary result, not a surprising one.

What We Measure Instead

Every detected event gets a significance score from 0 to 100 — how much it resembles the kind of event that precedes a large move — plus a catalyst classification, the price at detection, and the tone of the source text. No direction, no entry, no target.

Why is that useful without a direction? Because knowing that something material just happened, in which name, how unusual it is, and having the context to evaluate it — within two minutes, without watching six feeds — is most of the work. The judgement it leaves you is the part that was always yours, and the part no vendor can honestly take.

Four Questions for Anyone Who Does Sell Signals

If you keep shopping, and you reasonably might, these are the questions we would ask.

We think these questions are more useful than any ranking, partly because we have failed some of them ourselves and changed the product as a result. We would rather you asked us them than took this page on faith.

If You Want to Be Told What to Buy

Then we are not it, and we would rather say so on the page you landed on than after you have paid.

If instead you want to see the events as they land — scored, classified, in context — and make the call yourself, the free plan requires no card. It is capped and truncated, but it is real-time and real, and a week of it will tell you more than this page can.

Frequently Asked Questions