AI Typography & Text Effects

Text rendering is one of the historically harder tasks for image generation AI. Early models would produce plausible-looking letterforms that dissolved into gibberish on close inspection. GPT Image 2 and Grok Image represent significant improvements — both can render short, legible words with reasonable fidelity when prompted carefully.

The approaches that work best: keep the text short (1–4 words is far more reliable than a full sentence), specify "sharp legible letters" or "clear readable text" in the prompt, and use a high-contrast background against the text color. For neon signs, neon lettering on a dark background tends to render more accurately than text on a complex scene. For 3D and metallic text, simple sans-serif letterforms produce cleaner results than ornate script faces.

GPT Image 2 currently leads on text accuracy — it follows precise letter-by-letter instructions more reliably than other models. If you need a specific word rendered correctly, start with GPT Image 2. Grok Image is faster and good for exploring stylistic directions where perfect letter accuracy is less critical. Midjourney V7 produces the most aesthetically impressive typographic compositions — evocative poster design, atmospheric lettering — but text accuracy can vary; iterate on the prompt if letters are malformed.

For complex typographic design — precise kerning, specific font faces, controlled hierarchy — a dedicated design tool (Figma, Photoshop, Illustrator) with real type rendering will always be more reliable. AI typography works best for decorative and effect-heavy text where stylistic impact matters more than typographic precision.