The 25 SAA Categories, Explained

The Song Evaluation Matrix (SAA) is a 25-category forensic audit organized into 5 groups of 5: Resonance & Origin, Emotional Architecture, Stance & Conviction, Craft & Economy, and Texture & Rawness. Each category is scored 1–10 and weighted by how much it actually drives outcomes — radio, streaming, longevity, and craft.

Weighting runs in three tiers. Seven anchors carry a 1.5× multiplier — Originality, Relatability, 7-Second Hook, Cringe Test, OMG Effect, Marketability, and Virality Probability. Three secondary categories carry 1.25× — Meme Ability, Structural Resolve, and Sovereign Friction. The remaining 15 supporting categories carry 1.0×. Denominator: 7·1.5 + 3·1.25 + 15·1.0 = 28.75.

Group 1 (Resonance & Origin) covers Acoustic Resonance, Regional Identity, Analog Depth, Originality, and Marketability. Group 2 (Emotional Architecture) covers Vocal Vulnerability, Harmonic Tension, Melodic Breath, Relatability, and Virality Probability. Group 3 (Stance & Conviction) covers Vocal Presence, Rhythmic Certainty, Defiance Factor, Mid-Range Punch, and Structural Resolve.

Group 4 (Craft & Economy) covers Cringe Test, Lyrical Economics, Arrangement Space, Meme Ability, and 7-Second Hook. Group 5 (Texture & Rawness) covers Harmonic Distortion, Vocal Fry/Gravel, Unpolished Edges, Sovereign Friction, and OMG Effect. The anchors carry extra weight because they decide whether a record breaks containment — everything else is what makes the record hold up once it does.

If you want the breakdown applied to your song, run it through the matrix or book a deep-dive consult.