RRepoGEO

REPOGEO REPORT · LITE

CookSleep/gpt_image_playground

Default branch main · commit 7ce8f2f4 · scanned 6/23/2026, 5:27:03 PM

GitHub: 2,624 stars · 699 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface CookSleep/gpt_image_playground, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening paragraph to clearly state its niche

    Why:

    CURRENT
    **基于 OpenAI gpt-image-2 API 的图片生成与编辑工具**

提供简洁精美的 Web UI，支持 OpenAI / OpenAI 兼容接口、fal.ai 与可导入的自定义 HTTP 服务商。<br>支持文本生图、参考图与遮罩编辑，数据纯本地化存储，带来流畅的历史记录与参数管理体验。
    COPY-PASTE FIX
    **GPT Image Playground** 是一个简洁、开源、自托管的 Web UI，专为 OpenAI gpt-image-2 (DALL-E 3) API 设计，提供强大的图片生成与编辑功能。它支持 OpenAI 官方接口、兼容接口、fal.ai 及自定义 HTTP 服务商，并以纯本地化数据存储带来流畅的历史记录与参数管理体验，是个人用户和开发者快速部署、灵活定制 AI 图像工作流的理想选择。
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    gpt-image, image-editing, image-generation, openai, react, tailwindcss, typescript, vite
    COPY-PASTE FIX
    gpt-image, image-editing, image-generation, openai, react, tailwindcss, typescript, vite, web-ui, self-hosted, dalle3
  • mediumreadme#3
    Add a dedicated section highlighting core advantages and features

    Why:

    COPY-PASTE FIX
    Add a new section titled '✨ 核心优势与特色 (Core Advantages & Features)' or '🚀 为什么选择 GPT Image Playground? (Why Choose GPT Image Playground?)' and list points like:
- **多服务商支持 (Multi-Provider Support):** 不仅支持 OpenAI 官方 API，还兼容 OpenAI 接口、fal.ai 及可导入的自定义 HTTP 服务商，提供极高的灵活性。
- **纯本地化数据存储 (Purely Local Data Storage):** 所有历史记录和参数配置均存储在本地，保障数据隐私与流畅体验。
- **简洁精美的 Web UI (Clean & Elegant Web UI):** 提供直观易用的界面，优化图片生成与编辑流程。
- **开源与自托管 (Open-Source & Self-Hosted):** 允许用户完全控制部署环境，自由定制与扩展。
- **全面的图片编辑功能 (Comprehensive Image Editing Features):** 支持文本生图、参考图上传与遮罩编辑，满足多样化的创作需求。

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface CookSleep/gpt_image_playground
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
InvokeAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. InvokeAI · recommended 1×
  2. Automatic1111's Stable Diffusion web UI · recommended 1×
  3. ComfyUI · recommended 1×
  4. Fooocus · recommended 1×
  5. Draw Things · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source web application to generate and edit images using AI models.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI
    2. Automatic1111's Stable Diffusion web UI
    3. ComfyUI
    4. Fooocus
    5. Draw Things
    6. Diffusers
    7. Flask
    8. FastAPI

    AI recommended 8 alternatives but never named CookSleep/gpt_image_playground. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which web tools offer AI image generation and editing with support for custom API services?
    you: not recommended
    AI recommended (in order):
    1. Stability AI
    2. OpenAI
    3. Midjourney
    4. RunwayML
    5. Leonardo.Ai
    6. Hugging Face
    7. DeepAI

    AI recommended 7 alternatives but never named CookSleep/gpt_image_playground. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of CookSleep/gpt_image_playground?
    pass
    AI did not name CookSleep/gpt_image_playground — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts CookSleep/gpt_image_playground in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CookSleep/gpt_image_playground explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo CookSleep/gpt_image_playground solve, and who is the primary audience?
    pass
    AI did not name CookSleep/gpt_image_playground — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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CookSleep/gpt_image_playground — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite