Why Prompt Quality Changes Everything
The difference between a forgettable AI track and a club-ready one is usually the prompt, not the tool. Models respond to specificity. The more precisely you describe what you want, the more accurately the model delivers it.
This guide covers the elements that matter, examples of prompts that work, and patterns to avoid.
The Six Core Prompt Elements
| Element | Why it matters | Example values |
|---|---|---|
| Genre | Sets the primary frame | "progressive house," "UK drill," "lo-fi hip-hop," "Berlin minimal techno" |
| BPM/Tempo | Controls energy and danceability | "128 BPM," "75 BPM," "slow tempo," "140 BPM" |
| Instruments | Shapes timbre and texture | "driving synth lead," "808 bass," "warm piano," "brushed drums," "pulsing arpeggio" |
| Energy/Mood | Controls emotional register | "euphoric," "melancholic," "tense," "hypnotic," "peaceful," "aggressive" |
| Structure notes | Shapes form | "massive drop at 1:30," "quiet intro builds to crescendo," "no vocals," "verse-chorus structure" |
| Reference anchors | Shorthand for aesthetic | "Afterlife label sound," "early 90s rave," "2024 pop production style" |
Prompt Templates by Genre
EDM / Progressive House
[genre], [BPM] BPM, [key instrument], [build type], [drop description], [energy adjectives], no vocalsExample: "progressive house, 128 BPM, soaring synth lead, tension build with reverse cymbals, euphoric drop, massive stadium energy, 2024 production, no vocals"
Techno
[subgenre] techno, [BPM] BPM, [kick description], [texture], [atmosphere], no vocalsExample: "Berlin minimal techno, 133 BPM, driving 4/4 kick, metallic hi-hats, pulsing bassline, dark warehouse atmosphere, hypnotic, no vocals"
Lo-Fi Hip-Hop
lo-fi [subgenre], [BPM] BPM, [texture], [mood], no vocalsExample: "lo-fi hip-hop, 72 BPM, vinyl crackle, jazzy piano, warm bass, nostalgic, late night studying, no vocals"
Pop Song with Vocals
[era/style] pop, [BPM] BPM, [vocal style], [structure], [emotion], [production notes]Example: "contemporary pop, 116 BPM, powerful female vocalist, verse-chorus-bridge structure, euphoric chorus, triumphant emotion, layered harmonies, 2024 production"
Ambient
[type] ambient, [optional BPM or 'no tempo'], [textures], [mood], [use case], no vocalsExample: "dark ambient soundscape, no tempo, metallic drones, slowly evolving textures, cinematic tension, film score feel, no melody, no percussion"
Common Prompt Mistakes and Fixes
| Mistake | Why it fails | Fix |
|---|---|---|
| "Make EDM" | Too vague — EDM covers 50+ subgenres | "progressive house, 128 BPM, synth lead, euphoric drop" |
| "Sound exactly like Daft Punk" | Models don't clone artists; produces generic attempt | "French house, vocoded vocals, funky bassline, late-90s production, disco influences" |
| Contradictory prompts | "peaceful aggressive energetic calm" confuses the model | Pick one dominant energy: "intense and hypnotic, sustained high energy" |
| Forgetting vocals/no vocals | Random choice by model | Always specify: "no vocals" or "female pop vocals" or "rap vocals" |
| Omitting BPM | Model picks random tempo | Always specify BPM for dance music |
Advanced: Chained Generation
For longer, more structured tracks, use chained generation:
- Generate an intro section: "progressive house intro, 128 BPM, slow build, sparse elements, 30 seconds"
- Extend it: use Suno's "extend" or Udio's continuation to add the build section
- Add the drop: extend again with "euphoric drop, full synth, 8-bar phrase"
- Add break: "breakdown, stripped back, filtered, tension"
- Second drop and outro: complete the structure
This approach gives far more structural control than generating a full track in one prompt.
Key Takeaways
- Specify genre, BPM, instruments, mood, and whether you want vocals.
- Artist name references work as energy/aesthetic anchors, not style clones.
- Generate 5–10 variations per prompt; stochastic models reward iteration.
- Avoid contradictions and overly vague genre descriptions.
- For long tracks, use chained generation rather than one long prompt.