RRepoGEO

REPOGEO REPORT · LITE

songguoxs/gpt4o-image-prompts

Default branch master · commit c282b673 · scanned 5/14/2026, 9:52:26 AM

GitHub: 3,570 stars · 526 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 songguoxs/gpt4o-image-prompts, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-prompts, gpt4o, image-generation, prompt-engineering, prompt-gallery, nanobanana, gpt5, grok, ai-art
  • highlicense#2
    Add an MIT LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file with the MIT License text.
  • mediumreadme#3
    Clarify the README's opening to emphasize it's a prompt gallery/collection

    Why:

    CURRENT
    🎉 欢迎来到 Nano Banana Pro/GPT-5/Grok/豆包 图片提示词（Prompts）精选！
    COPY-PASTE FIX
    🎉 欢迎来到 Nano Banana Pro/GPT-5/Grok/豆包 图片提示词（Prompts）精选画廊！这是一个持续更新的AI图像生成提示词集合，旨在帮助用户轻松发现和使用高质量的创意提示词。

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 songguoxs/gpt4o-image-prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Lexica.art
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Lexica.art · recommended 2×
  2. PromptBase · recommended 2×
  3. Civitai · recommended 1×
  4. Midjourney Showcase/Community Feed · recommended 1×
  5. Reddit · recommended 1×
  • CATEGORY QUERY
    Where can I find effective prompts to generate high-quality AI images?
    you: not recommended
    AI recommended (in order):
    1. Lexica.art
    2. PromptBase
    3. Civitai
    4. Midjourney Showcase/Community Feed
    5. Reddit
    6. Krea.ai
    7. ArtStation

    AI recommended 7 alternatives but never named songguoxs/gpt4o-image-prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    I need a curated collection of creative prompts for advanced AI image generation.
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. Lexica.art

    AI recommended 2 alternatives but never named songguoxs/gpt4o-image-prompts. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 songguoxs/gpt4o-image-prompts?
    pass
    AI did not name songguoxs/gpt4o-image-prompts — 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 songguoxs/gpt4o-image-prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named songguoxs/gpt4o-image-prompts 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 songguoxs/gpt4o-image-prompts solve, and who is the primary audience?
    pass
    AI did not name songguoxs/gpt4o-image-prompts — 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

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songguoxs/gpt4o-image-prompts — 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