Transform basic prompts into detailed, effective instructions for AI image and video generators.
Transform simple ideas into detailed prompts for AI image and video generators. The prompt enhancer runs on Gemini 3.8 Flash (Claude Haiku on the free tier), with output tailored for Veo 3.1, Midjourney V8.2, GPT Image 2.5, and Nano Banana 2.1. Small enhancements make a big difference.
It's built for the bigfoot-vlog and glass-cutting-ASMR stuff. Learning prompt engineering yourself is still worth the time (guides below), but this gets you started.
The best results come from a Frame to Video approach rather than Text to Video:
Why Frame to Video?
Veo 3.1 Features:
| Feature | Midjourney V8.2 | GPT Image 2.5 | Nano Banana 2.1 |
|---|---|---|---|
| Best For | Style, concept art, moodboards | Intent understanding, text in images | Conversational editing, character consistency |
| Versions | V8.2 is the default | Flare (speed) or Sunburst (quality) | 2.1, or Nano Banana 2 Lite for speed and cost |
| Text Rendering | Short words in double quotes | Exact text in quotes; placement can still slip | Improved in 2.1; settle the text first |
| Prompting Style | Short, clear phrases plus parameters | Spec-style natural language | Full-sentence scene descriptions |
| Learning Curve | Moderate (parameters) | Easy (natural language) | Easy (natural language) |
| Aspect Ratio | Any integer ratio (default 1:1) | Custom sizes up to 3:1 | 14 ratios incl. extreme (1:8, 8:1) |
| Image Editing | See Midjourney's docs | Edits with masks and multiple reference images | Conversational edits, up to 14 reference images |
If you're just starting out, Nano Banana in Gemini or GPT Image in ChatGPT both work well with plain natural language: describe the scene in full sentences instead of stacking keywords. For artistic work, Midjourney V8.2 offers the highest visual quality, though its parameters take some learning. For text-heavy or branded content, GPT Image 2.5 renders exact text well when you quote it word for word. Nano Banana 2.1 has the most flexible editing workflow, with conversational edits, up to 14 reference images, and Google Image Search grounding for real-world subjects.
This is why I built Generate with a frame into the tool. It handles prompt-engineering, initial frame + follow-up edits, and outputs 16:9.
ElevenLabs remains the leader for AI voice and sound effects. For free/open-source alternatives, try Chatterbox.
My weekly podcast AI Video Generation walks this whole workflow, from a single shot to a full one-person studio, with a news segment each week as the models shuffle.
The episodes below are from 2025 and have aged, but they're still useful for the model-by-model breakdowns:
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Transform basic prompts into detailed, effective instructions for AI image and video generators.