1. How do I make AI family photos look less like stock photography?
Three instructions reliably move AI family photos away from the stock aesthetic: specify that nobody is looking at the camera, give every family member a distinct individual activity rather than a shared pose, and include at least one detail of authentic childhood behaviour — a child lying upside down, tugging at a sleeve, running with arms out, absorbed in something small. Children especially produce stock-looking images when AI defaults to cute, cooperative, smiling poses. Real children are rarely all three of those things simultaneously, and the prompt needs to reflect that.
2. Can I use these prompts to generate images for a specific real family?
These prompts generate fictional families with the aesthetic qualities described. They cannot generate images of specific real people. For professional family photographers, these prompts are most useful as mood board and concept references — generating examples of the light, moment, and aesthetic direction you want to achieve in a real shoot — rather than as final deliverable images. They are also useful for planning a shoot brief and communicating the desired aesthetic to clients before the session.
3. Which Gemini model produces the best family photo results?
Gemini 1.5 Pro and later models with image generation capability produce strong results for photorealistic family photography. The multimodal capability also allows you to attach a reference image — a family photo you love or a photographer's work you want to reference — and ask Gemini to generate something in that specific aesthetic. This reference-based approach often produces more precisely targeted results than text description alone, particularly for distinctive lighting setups or colour grades that are difficult to specify in words.
4. How do I use Chat Smith with these family photo prompts?
Save the prompts that match your target aesthetic as one-click templates in Chat Smith. For specific upcoming occasions — a beach holiday, a Christmas gathering, a new baby — use Claude within Chat Smith to adapt the nearest prompt to your specific situation before generating with Gemini. Describe your family's ages, your setting, the season, and the specific dynamic you want to capture, and ask Claude to build the most effective Gemini prompt for that exact scenario. The adapted prompt will produce more specifically targeted results than the base template alone.