Generate one identity set and use it as a reference for all future images Perfect for AI influencers, brand models, and ads Prompt 👇 { "image_generation": { "face": { "preserve_original": true, "reference_match": true, "description": "Maintain the same facial structure, skin tone, eye shape, and natural expressions across all frames, with consistent identity in each pose." }, "photo_style": { "type": "golden hour portrait collage", "camera_angle": "varied close-up and medium portrait angles", "lighting": "warm golden hour sunlight casting soft window shadows", "mood": "soft, calm, intimate, aesthetic", "texture": "natural skin texture, soft highlights, gentle contrast", "focus": "sharp focus on face with smooth background falloff" }, "subject": { "poses": [ "looking upward toward light", "soft smile facing camera", "side profile with downward gaze", "over-the-shoulder glance", "direct close-up with relaxed lips", "hand in hair casual pose", "head tilted back toward light", "clean side profile portrait", "thoughtful pose with hand near chin" ], "expression": "natural, minimal, relaxed, emotionally subtle", "hair": { "style": "long straight hair worn loose", "color": "light to medium brown", "details": "natural shine with soft light highlights" }, "clothing": { "type": "casual minimalist outfit", "details": "simple dark t-shirt with no visible branding" } }, "composition": { "layout": "3x3 grid collage", "consistency": "uniform lighting and background across all frames", "framing": "clean portrait framing with slight pose variation" }, "environment": { "setting": "indoor space near a window", "background": "plain wall with warm sunlight and shadow patterns", "atmosphere": "quiet, minimal, artistic indoor ambiance" }, "aesthetic": { "style": "Instagram aesthetic portrait set", "features": [ "golden hour light", "window shadow patterns", "minimal makeup", "natural expressions", "clean editorial portrait look" ] } } }

Same photo. Same person. Only the time of day changed. This is a simple day-to-night background edit using a structured prompt Lighting, sky, reflections and mood all shift naturally No subject changes, no fake glow, no filters Perfect for travel shots, lifestyle posts or making one photo work twice { "task": "background_edit", "instruction": "Change the background from daytime to nighttime. Preserve the subject exactly.", "subject_rules": { "do_not_change": [ "face", "body", "pose", "expression", "clothing", "hair", "skin tone", "camera angle", "framing" ] }, "background_rules": { "time_of_day": "night", "lighting": "natural nighttime lighting", "light_sources": [ "street lights", "building lights", "window glow" ], "sky": "realistic night sky matching the location", "shadows": "soft, natural shadows consistent with light sources" }, "constraints": { "edit_background_only": true, "match_original_location": true, "maintain_depth_and_perspective": true, "no_subject_relighting": true }, "style": { "photorealistic": true, "no_stylization": true, "no_cinematic_grading": true }, "negative_prompt": [ "change subject", "artificial glow", "cinematic lighting", "neon colors", "fantasy elements", "cgi look" ] }

Turn a normal selfie into a clean, professional LinkedIn headshot Same person, just improved lighting, framing, and background without losing realism Prompt and image attached so you can try it yourself Prompt 👇 Turn this selfie into a professional LinkedIn headshot of a (man/women). Background: softly blurred office with big windows. Style: clean, realistic, subtle retouching, no heavy filters. Lighting: soft daylight from the front. Constraints: keep facial features and hairstyle accurate, no text

Higgsfield’s new Angles v2 feature lets you take one single image and turn it into a 3D camera playground — no extra photos, no reshoots, no complex multi-view capture Here’s what makes it special: 🎯 Start with one photo — just upload any image (a person, object, or scene). 📐 Freely reposition the camera — once your image is in, you can move the virtual camera around it, not just crop or edit: - Shift the viewpoint left/right - Tilt up/down - Zoom - Even simulate views from behind the subject Instead of manually generating nine separate prompts by hand, Angles v2 lets you rotate the virtual camera through a redesigned interactive 3D interface — almost like working with a real 3D model made from your photo. The result is a set of new frames that look like real camera moves, straight out of a photoshoot or cinematic sequence — but all built from one starting image Why this matters: - You increase visual variety without extra input - You get cinematic continuity — frames feel like part of a real shoot - It saves huge time and credits compared to generating each shot from scratch - It unlocks storytelling visuals just from one original photo In short: Angles v2 gives you multi-perspective output from a single image with a free-moving camera interface — transforming how you generate dynamic visuals

One thing I’ve noticed while working on AI visuals is that not all prompts are equal, even if they describe the same idea Most people use AI image tools with a normal text prompt like: “Create a premium, editorial-style image for a brand.” That can work — but results are often inconsistent Here’s why - A normal prompt is more of a suggestion You describe what you want and the AI makes a lot of decisions on your behalf A structured (JSON-style) prompt is different It gives the AI clear rules and priorities Think of it like this: A normal prompt says: “Make this look luxury.” A structured prompt defines: • lighting • camera angle • materials • environment • what must stay consistent • what must not change Same idea — very different output quality Do you need to write structured prompts yourself? Not really In practice, structured prompts are best generated by an AI chatbot, not written manually They’re easy to break, and one small mistake can cause parts of the prompt to be ignored. The smoother workflow is: 1. Explain your intent in plain language 2. Let an AI convert that into a structured prompt 3. Use that prompt in the image model This approach leads to: • more realistic images • better consistency across campaigns • fewer “AI-looking” artefacts • more control for brand work What’s worked best for me From testing different tools: • Gemini / Nano Banana handles structured prompts particularly well • Normal prompts are great for exploration and ideas • Structured prompts are better when you need repeatable, professional visuals Especially for websites, ads or launch campaigns, structure makes a big difference Most users never need to think about this layer, but once you understand it the quality jump makes sense Have you ever used JSON?