GPT Image 2 Blog
A Patchwright-Style AI Film Workflow for Image Planning and Video Tests
A workflow for texture-led AI shorts: world bible, design plates, shot contracts, motion tests, and fair model comparison from an image-first perspective.
The Patchwright and Kling 3.0: Texture, 4K, and the Image Planning Behind AI Film
A case study on The Patchwright, Kling 3.0, native 4K, texture continuity, and why image planning matters before AI video generation.
A Zombie Scavengers-Inspired Image-to-Video Workflow for Original Action Scenes
A practical image-to-video workflow for original post-apocalyptic action: character sheet, location plate, anchor frame, shot test, and edit rules.
Zombie Scavengers and Seedance 2.0: What Image-First Creators Should Learn
A case study on the Zombie Scavengers AI video, Seedance 2.0, likeness risk, and how image-first creators can turn a viral clip into a safer production benchmark.
Any-Input AI Video: How Google Flow Turns Gemini Omni Into a Workflow
Any-input AI video is moving from a model capability to a workflow. This guide explains Google Flow, Gemini Omni, Flow Music, SynthID, and what multimodal builders should watch.
Gemini Omni Flash and the Shift Toward Multimodal AI Video
Gemini Omni Flash shows how multimodal AI is moving from chat and image generation into any-input video creation, conversational editing, and workflow-aware media tools.
Seedance 2.0 vs Seedance 2.1: The Multimodal Video Upgrade to Watch
Updated May 22, 2026: a multimodal-video view of Seedance 2.0 vs Seedance 2.1, covering references, audio-video sync, character stability, and production tests.
Ecommerce hero rework: 12 common issues (and the fix prompts)
A practical GPT Image 2 image-to-image troubleshooting guide for ecommerce hero images: 12 common rework symptoms (dirty edges, plastic material, warped logos, bad shadows, color cast, etc.) with one-line cause + copy-paste repair prompts that keep the subject unchanged.
GPT Image 2 vs Midjourney vs Nano Banana 2: Same Prompts, Practical Workflow Choice
A creator-operator comparison of gpt-image-2 vs Midjourney vs Nano Banana 2 (Gemini 3.1 Flash Image). Includes a fair same-prompt test plan, a scoring rubric, and copy-paste prompts for text-in-image, product ads, and style consistency.
GPT Image 2 vs Nano Banana 2 (and Pro + v1): Which Image Model Should You Use?
A practical creator-focused comparison: when GPT Image 2 wins, when Nano Banana 2/Pro wins, and where Nano Banana v1 still makes sense. Includes a 20-minute test plan and prompt patterns.
GPT Image 2 360 Panorama Guide: Equirectangular Prompts, Seam Fixes, and VR Viewing
A practical guide to GPT Image 2 360 panorama prompting: how to write equirectangular (lat-long) constraints, reduce seams, decide when to switch to image-to-image edits, and preview for VR.
GPT Image 2 Character Sheet Prompts: Turnarounds, Expressions, and Consistency
Copy-paste GPT Image 2 character sheet prompts for 3-view turnarounds, expression sheets, and pose charts—plus a workflow to keep identity consistent across panels.
GPT Image 2 Pricing: Cost per Image, Credits, and How to Estimate
A practical guide to GPT Image 2 pricing per image: how credits map to output, what affects cost, and how to estimate spend for marketing workflows.
GPT Image 2 Prompt Review Checklist: Fix Drift, Text, and Editing Failures
A practical GPT Image 2 prompt review checklist to debug drift, unreadable text, and editing/inpainting failures—plus a repeatable QA workflow teams can reuse.
GPT Image 2 Style Reference Prompts: Match a Look Across a Campaign
Copy-paste GPT Image 2 style reference prompts to match color, lighting, texture, and typography across a campaign—plus a workflow to keep style consistent without prompt bloat.
GPT Image 2 Prompt Patterns That Actually Work (Layout + Constraints System)
A layout-first prompting framework for GPT Image 2: prompt patterns, constraint blocks, typography rules, infographic posters, and UI screenshot prompts.
GPT Image 2 Prompt Workspace: Build a Reusable Prompt Library (No More Blank Box)
How to build a reusable GPT Image 2 prompt workspace: a prompt library, scene templates, versioning, and a workflow that turns one-off prompts into repeatable systems.
GPT Image 2 Creator Brief: A Prompt System for UGC Ad Creatives (Stills + Covers)
A creator-ready GPT Image 2 brief + prompt system to generate UGC-style ad stills, thumbnail covers, and iterative variants that stay on-brand.
What is GPT Image 2 Studio? (And What GPT Image 2 Can Do)
A plain-English explanation of GPT Image 2 and GPT Image 2 Studio: what it is, who it is for, key features, and how to get consistent image results.
GPT Image 2 Brand Consistency: A Workflow for Consistent Visuals
How to keep brand visuals consistent with GPT Image 2: palette locks, typography rules, layout invariants, and a variant ladder workflow.
GPT Image 2 Designer Handoff for Ecommerce: A Prompt System Teams Can Reuse
How to hand off GPT Image 2 product image work between operators and designers: invariants, variant ladders, QA checklists, and repeatable edit prompts.
GPT Image 2 Image-to-Image Ecommerce Workflow: Fewer Rerolls, More Control
A practical image-to-image workflow for ecommerce: iterate on the best generation, swap backgrounds, create variants, and keep product catalogs consistent.
GPT Image 2 Multi-Angle Product Photos: A Consistency Playbook for Ecommerce
How to generate multi-angle product photos with consistent lighting, shadows, crop, and background using GPT Image 2, plus a variant ladder you can reuse.
GPT Image 2 Product Photo Backgrounds: White, Gradient, Lifestyle (Without Catalog Drift)
A practical playbook for swapping product photo backgrounds with GPT Image 2: white seamless, gradients, and lifestyle scenes while keeping crop, lighting, and shadows consistent.
GPT Image 2 Product Photography: Prompt Templates for Ecommerce Images
Copy-paste GPT Image 2 prompt templates for ecommerce product photos: hero shots, lifestyle scenes, packshots, and consistent catalog variants.
GPT Image 2 Prompt Templates (Copy-Paste for Marketing Assets)
Copy-paste GPT Image 2 prompt templates for ads, product shots, posters, and readable text-in-image—plus a workflow for consistent brand visuals.
GPT Image 2 Social Ad Creatives: Prompt Templates for Scroll-Stopping Campaigns
Copy-paste GPT Image 2 prompt templates for social ad creatives: short-form ads, static posts, variations, and reusable brand-safe layouts.
GPT Image 2 Text in Image: Prompts for Readable Headlines, Labels, and UI
Practical GPT Image 2 prompt templates for readable text in images—headlines, labels, menus, thumbnails, and UI—plus troubleshooting.