ESF Image Studio

Platform Overview

Everything this application currently offers

This feature page is a complete walkthrough of the current product capabilities, from image generation workflows to data persistence and authentication.

Who this helps

Amazon sellers

Scale creative production without building a full design team.

Best for

Rapid listing iterations

Test and refresh product storytelling with consistent brand identity.

Core value

Speed + consistency

A single workspace for generation, review, and export-ready outputs.

Generation Modes

  • Normal Amazon image set generation with sequence-aware outputs
  • A+ Content mode for module-based creative production
  • Supports multi-module selection with slot-aware output counts

Input & Context Engine

  • Anchor photo uploads (up to 14 product images per job)
  • Product context prompts: product name, features, benefits, style/theme
  • Category-specific direction in A+ mode for visual consistency

A+ Workflow System

  • Creative brief generation before final image rendering
  • Per-module scene and copy generation support
  • Export filenames and dimensions tuned for Amazon module expectations

Processing & Output

  • Automatic image resizing/cropping and output standardization
  • Text-overlay support for modules that require headline/subtext layers
  • Job manifests for normal and A+ outputs, including metadata and URLs

Storage & Data

  • MongoDB integration for job manifest persistence
  • Filesystem fallback for resilience when DB is temporarily unavailable
  • Structured API routes for generation, jobs, downloads, and anchors

Auth & Access

  • Better Auth with email/password, MongoDB adapter, and secure session handling
  • JWT-capable sessions and protected generation APIs (normal + A+)
  • Extended user profile (name, username, phone, package tier, terms acceptance)

Typical workflow inside the app

  1. 1. Upload anchors and lock product identity.
  2. 2. Add context inputs (features, benefits, category, style).
  3. 3. Generate standard or A+ batches with module-aware outputs.
  4. 4. Review manifests, preview files, and download for upload.

Ready to use it?

Jump directly into generation and produce your first image set.

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