Vague prompts do not fail loudly — they just produce something generic and forgettable that technically matches what you typed. The fix is almost always the same: replace an adjective describing a feeling with two or three nouns describing a sound. Below are eight real before-and-after pairs.
Eight before-and-after prompts
Read each pair as: what most people type first, then what actually gets closer to a specific, usable result.
- Before: 'a happy pop song.' After: 'upbeat synth-pop, 118 BPM, bright analog synth chords, punchy four-on-the-floor drums, layered female vocal harmonies in the chorus, 2010s radio production.'
- Before: 'sad song about breakup.' After: 'slow piano ballad, 68 BPM, minor key, restrained male vocals with a slight rasp, sparse arrangement building to strings in the final chorus, late-night bedroom-pop mixing.'
- Before: 'rock song.' After: 'gritty garage rock, 140 BPM, distorted guitar riff driving the verse, live-sounding drums with room reverb, shouted gang vocals on the chorus hook, raw unpolished mix.'
- Before: 'relaxing background music.' After: 'ambient lo-fi instrumental, 75 BPM, warm electric piano chords, soft vinyl crackle texture, no drums until the second half, gentle sidechain pump on the pads.'
- Before: 'epic music for a video.' After: 'cinematic orchestral hybrid, rising string ostinato, low brass hits on the downbeat, taiko-style percussion building to a full orchestra-and-choir climax at 1:30.'
- Before: 'love song.' After: 'acoustic R&B ballad, 82 BPM, close-mic'd male falsetto vocals, warm Rhodes chords, minimal snap-and-clap percussion, intimate bedroom-studio mix.'
- Before: 'party song.' After: 'high-energy Afrobeats, 105 BPM, syncopated log drum bassline, call-and-response vocal ad-libs, bright percussion loop, festival-ready mix with wide stereo drums.'
- Before: 'EDM track.' After: 'progressive house, 126 BPM, plucky arpeggiated synth lead, sidechained sub bass, filtered riser into the drop, four-bar buildup with a white-noise sweep and a clap-heavy drop.'
The four ingredients worth naming every time
You do not need all four in every prompt, but a prompt missing all of them is the one most likely to disappoint you.
- Genre or reference style — name a genre, sub-genre or decade, not just 'good music.'
- Mood — pick words that describe how it should feel to listen (wistful, defiant, tender, triumphant), not just 'happy' or 'sad.'
- Tempo or energy — a BPM range or a comparison ('mid-tempo,' 'driving,' 'laid-back') anchors the pacing.
- Instrumentation and vocal quality — name two or three specific instruments and describe the voice (breathy, powerful, raspy, layered harmonies).
When the first result is close but not quite right
Do not throw away a near-miss and start over with a totally different prompt — generate variations instead, which keep the parts that worked and reroll the rest. If the vocals are the issue specifically, Studio's section editing lets you regenerate just a verse or chorus without touching the rest of the arrangement.