GenAI Secret Sauce for Generating Images with Text

Reviewed July 2026. AI image tools are much better at short, readable display text than they were in 2024, but they are still not reliable enough for copy that must be exact. Use a current image model for the illustration and a native text layer when every character, font, or position matters. For a short headline, put the exact words in quotation marks, describe the placement and style, generate several options, then proofread the final image at its intended size.

The short answer

Generated text can work well for a short decorative headline, a poster-style phrase, or a thumbnail hook. It is a poor single point of failure for a logo, product label, legal statement, navigation label, accessibility-critical copy, long paragraph, or exact brand typography. The more important the words are, the more the final text should remain editable outside the generated image.

This is not a declaration of a universal “best” model. Image capabilities, interfaces, and prices move too quickly for a fixed ranking to stay useful. The durable skill is knowing when to generate the text with the image and when to layer it in afterward.

Choose the right workflow

Short poster or thumbnail headline

Use a current text-capable image model, give it one concise phrase, and proofread every character. This is useful when the type is part of the illustration and small imperfections would not change the meaning.

Text physically embedded in a scene

Generate the scene first, then use an image-editing or inpainting pass to repair the sign, screen, or packaging. Expect iteration: text that is technically spelled correctly may still have weak contrast, awkward spacing, or an implausible perspective.

Brand mark, product label, legal copy, or exact multilingual text

Generate the visual without critical copy and add an editable text layer in a design or layout tool. That gives you control of spelling, font licensing, line breaks, translations, accessibility, and future edits.

Infographic, menu, document, or dense layout

Use a layout tool for the information architecture. Image generation can supply illustration, texture, or background elements, but it should not be responsible for the entire structured page.

A five-step workflow for readable image text

1. Write one short exact phrase. Fewer words are easier to inspect and place. Put the phrase in quotation marks.
2. Describe its job in the composition. State placement, contrast, size, style, and the empty space you need around it.
3. Generate several variants. Do not accept the first image just because the words look close.
4. Inspect at the real display size. Check every letter, number, punctuation mark, name, and claim. Zooming in is not enough if the asset will be viewed as a small card or thumbnail.
5. Regenerate, repair, or layer real type. Switch to native typography when a correction must be exact or repeatable.

Once the words are working, use the same art direction, palette, references, and review process to build a consistent visual system across the rest of the assets.

A prompt template for short display text

Create a [aspect ratio] editorial image.

Include the exact headline: “YOUR SHORT PHRASE”

Place it [location] in [type style], with [high-contrast color] against [background].
Leave generous empty space around the headline. The text must be large and readable at thumbnail size.

Include [one visual subject or scene]. Do not add any other words, letters, numbers, logos, or watermarks.

Example: “Create a 16:9 editorial thumbnail. Include the exact headline ‘Readable AI Text’ in large white geometric sans-serif type, centered in the upper third, on a dark plum-to-red gradient. Leave generous empty space around the headline. Do not add any other words, letters, numbers, logos, or watermarks.”

How to choose a current tool

Choose a tool based on the workflow you need, not an old leaderboard. Current vendor guidance is useful for understanding where each system is strongest, but it does not remove the need to proofread the final asset.

• Ideogram: a typography-oriented option with official guidance for prompting exact text in quotation marks; its documentation still cautions that spelling can be imperfect.
• GPT Image: useful for conversational creation, editing, and API workflows. OpenAI’s guidance notes that precise placement and clarity can still fail, so final review is essential.
• Gemini image models: a current path for image generation with improved text rendering. Use Google’s current Gemini guidance rather than older Imagen comparisons.
• Midjourney: useful for art direction and short quoted phrases. Its text guidance emphasizes short Latin text, parameter choices, and correction workflows.
• Adobe Firefly: useful when reference-based composition or a controlled creative workflow matters. Check the current model and usage controls before publishing.

Publishing checklist and limitations

• Read every letter, number, URL, name, price, and claim aloud before publishing.
• Check contrast and readability at the intended display size, not only at full resolution.
• Treat long copy, non-Latin scripts, named fonts, structured layouts, and exact spacing as higher-risk.
• Use editable native type when text must be legally, commercially, or accessibility correct.
• Write useful alt text that explains the image’s meaning; do not make generated text the only way to receive important information.
• If you publish a model comparison, label the model/version, month tested, exact prompt, and the fact that outputs vary.

Keep building

For more practical, source-led guidance on models and research workflows, explore AI Models & Research.

Update history

• October 27, 2024: Originally published.
• July 12, 2026: Major refresh: replaced the 2024 winner/loser model benchmark with a durable workflow for readable text in AI images, current product guidance, primary-source citations, a publishing checklist, and related-guide links.

Official sources

• OpenAI image generation guide
• Google Gemini image-generation guide
• Ideogram text and typography guide
• Midjourney text-generation guide
• Adobe Firefly text-to-image guide