THE ALGORITHM

How the Score Works

Every opportunity receives a score from 0 to 100. Here is exactly how it is calculated.

Catalyst Score — up to 30 points

Based on the type and strength of the primary event. An FDA approval scores near the maximum. A routine press release scores lower. The model distinguishes between 30 plus event categories.

Novelty Score — up to 20 points

Is this a new development or a repeat signal already priced in? The first occurrence of a catalyst type for a given company receives full novelty points.

Urgency Score — up to 15 points

How recent is the filing or announcement? Scores decay over time so stale signals fall off your feed automatically. A filing from this morning scores higher than one from three days ago.

Conviction Score — up to 15 points

How many independent sources confirm this signal? When a press release, an SEC filing, and a news wire all point to the same event, the conviction score rises. Single source signals are penalised.

Asymmetric Upside — up to 10 points

Does the opportunity have limited downside and large potential upside? Assessed by company size, sector, and the nature of the catalyst. A small cap biotech with an FDA catalyst has high asymmetric upside.

Awareness Gap — up to 10 points

How underreported is this event? Companies with lower analyst coverage and fewer institutional holders score higher here. This is where the real edge lies.

Score Labels

80+BUY NOW CANDIDATEStrong multi-source confirmation. Act with urgency.
72 to 79AGGRESSIVE REVIEWHigh conviction. Verify before acting.
65 to 71ACCUMULATE WATCHBuild a position gradually.
52 to 64WAIT FOR CONFIRMATIONSignal detected, not yet fully corroborated.
38 to 51MONITOREarly stage. Keep on the radar.
Below 38Not surfaced in feed.

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