SongLab™ — Optimization Engine | SoundScope Analytics
SongLab™

The Optimization Engine for Songs That Perform

Analyze lyrics, structure, and production — then get specific, actionable changes that raise KPI performance. SongLab™ turns analytics into a creative brief you can actually use.

What It Optimizes ↓ See Before/After

What SongLab™ Optimizes

Lyrics

Hook density, sentiment polarity, thematic clarity, title usage, rhyme cadence.

Structure

Intro length, first‑hook timing, section balance, bridge novelty, outro decay.

Production

Tempo, key, energy curve, timbre mix, vocal presence, transient sharpness.

Delivery

A one‑page creative brief with: (a) top drivers (+/‑ contributions), (b) 3–5 suggested edits, (c) predicted KPI lift range, and (d) quick A/B ideas to test.

Before / After — Example Creative Brief

Before (excerpt)

“Driving down these empty roads / chasing echoes of a song I wrote…”

  • Hook appears at 1:02; chorus repeats 2× total.
  • Sentiment mixed; title phrase appears only once.
  • Energy dip between pre‑chorus and chorus.

After (recommendations)

  • Move first chorus to :42 and add a 2‑bar pre‑chorus lift.
  • Increase title usage in chorus (3×) and sharpen rhyme cadence.
  • Raise vocal presence +1.5 dB at 1–3 kHz; add transient snap to snare.

Projected lift from these edits: +12–24% save/stream, +8–15% 28‑day streams (illustrative).

What Teams Typically See

  • +10–25% lift in save/stream on optimized cuts.
  • +6–18% improvement in 28‑day streams.
  • +0.1–0.3 increase in replay index (A/B tested).

Ranges vary with genre, artist maturity, and production changes.

Important Caveats

  • SongLab™ suggests; producers choose. Creative intent comes first.
  • Predicted lifts assume edits are implemented as recommended.
  • We report error bands with every prediction and track outcomes.

How SongLab™ Works

1

Upload

Demo, stems, or lyric sheet + goals (markets, vibe, comps).

2

Analyze

Lyrics, structure, and production features with driver weights.

3

Brief

Get a one‑page plan with edits, A/B tests, and expected KPI lift.

Ready for a SongLab™ Review?

Send one track or two versions of the same song. We’ll return a creative brief with concrete edits and expected lift.

Request a Review
Or email directly: wwginn@gmail.com