Text-to-image AI went from a research curiosity to a production-ready creative tool in under three years. Today's generators can match reference images, maintain character consistency across scenes, and output at print-ready resolution. The gap between what you can imagine and what you can produce has never been smaller.
Prompt adherence
Does the output actually match what you asked for? Some models excel at photorealism, others at illustration. Test with a few specific prompts before choosing.
Style consistency
For brand work, you need outputs that look like they come from the same visual world. Check if the tool supports style references or LoRA fine-tuning.
Commercial licensing
Not all AI image generators grant you full commercial rights to outputs. Check the terms carefully, especially for client work or product packaging.
Speed and resolution
Slow generation kills creative momentum. Look for tools that deliver results in under 10 seconds and support 2K+ resolution for serious use.
It depends entirely on the tool. Midjourney, Adobe Firefly, and DALL-E all have different commercial terms. Always read the terms of service before using outputs in client work, merchandise, or marketing materials.
Adobe Firefly is the most approachable for beginners - it integrates with Photoshop, has clean commercial terms, and produces high-quality results without complex prompting. Canva's AI tools are even simpler if you're already in a design workflow.
For generic lifestyle and business imagery, yes, this is already happening. For specific real-world locations, actual people, or breaking news, stock photography still wins. The lines are shifting fast.
