RRepoGEO

REPOGEO REPORT · LITE

jamez-bondos/awesome-gpt4o-images

Default branch main · commit 3ed4dbb0 · scanned 5/12/2026, 7:27:42 PM

GitHub: 8,040 stars · 1,796 forks

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 jamez-bondos/awesome-gpt4o-images, 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
    Add a clear English purpose statement to the top of the README

    Why:

    CURRENT
    🎉 欢迎来到 GPT‑4o 图片精选！
    COPY-PASTE FIX
    🎉 Welcome to Awesome GPT-4o Images! This is a curated collection of high-quality images and prompts generated by GPT-4o and gpt-image-1, showcasing OpenAI’s advanced image generation capabilities for inspiration and learning.
  • mediumlicense#2
    Clarify the repository's license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, perhaps under 'How to Contribute' or a new 'License' section, stating: 'This repository's content is provided under [Specify License Name(s) here, e.g., CC BY-NC-SA 4.0 for content, MIT for code if applicable]. Please refer to the LICENSE file for full details.'
  • lowreadme#3
    Prominently highlight the official GPT-image-1 examples in the README's introduction

    Why:

    COPY-PASTE FIX
    After the initial English purpose statement, add a concise sentence like: 'Notably, this collection includes dozens of official gpt-image-1 model examples, meticulously organized and translated, offering unique insights into OpenAI's capabilities.'

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 jamez-bondos/awesome-gpt4o-images
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ArtStation
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ArtStation · recommended 2×
  2. Reddit · recommended 2×
  3. Lexica.art · recommended 1×
  4. Midjourney · recommended 1×
  5. PromptBase · recommended 1×
  • CATEGORY QUERY
    Looking for curated examples of high-quality AI-generated art and corresponding prompts for inspiration.
    you: not recommended
    AI recommended (in order):
    1. Lexica.art
    2. ArtStation
    3. Midjourney
    4. PromptBase
    5. OpenArt.ai
    6. Reddit
    7. This Person Does Not Exist
    8. This Cat Does Not Exist

    AI recommended 8 alternatives but never named jamez-bondos/awesome-gpt4o-images. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find examples of diverse AI image generation styles, like anime or Ghibli?
    you: not recommended
    AI recommended (in order):
    1. Civitai
    2. ArtStation
    3. Lexica Art
    4. Pinterest
    5. Reddit
    6. DeviantArt

    AI recommended 6 alternatives but never named jamez-bondos/awesome-gpt4o-images. 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 jamez-bondos/awesome-gpt4o-images?
    pass
    AI did not name jamez-bondos/awesome-gpt4o-images — 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 jamez-bondos/awesome-gpt4o-images in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jamez-bondos/awesome-gpt4o-images 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 jamez-bondos/awesome-gpt4o-images solve, and who is the primary audience?
    pass
    AI did not name jamez-bondos/awesome-gpt4o-images — 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?

Embed your GEO score

Drop this badge into the README of jamez-bondos/awesome-gpt4o-images. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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