RRepoGEO

REPOGEO REPORT · LITE

AlonzoLeeeooo/awesome-text-to-image-studies

Default branch main · commit 8a23b314 · scanned 6/15/2026, 4:48:05 PM

GitHub: 759 stars · 42 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 AlonzoLeeeooo/awesome-text-to-image-studies, 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
    Explicitly state the repository is an 'awesome list' in the README's opening

    Why:

    CURRENT
    This GitHub repository summarizes papers and resources related to the text-to-image (T2I) generation task.
    COPY-PASTE FIX
    This GitHub repository is an **awesome list** and curated collection summarizing key papers and resources related to the text-to-image (T2I) generation task.
  • mediumhomepage#2
    Add the repository URL to the 'homepage' field in About

    Why:

    COPY-PASTE FIX
    https://github.com/AlonzoLeeeooo/awesome-text-to-image-studies
  • lowtopics#3
    Add topics that reflect its nature as a curated research collection

    Why:

    CURRENT
    artificial-intelligence, diffusion-models, text-to-image, text-to-image-ai, text-to-image-diffusion
    COPY-PASTE FIX
    artificial-intelligence, diffusion-models, text-to-image, text-to-image-ai, text-to-image-diffusion, awesome-list, research-papers, literature-review, survey

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 AlonzoLeeeooo/awesome-text-to-image-studies
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Papers With Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Papers With Code · recommended 1×
  2. arXiv · recommended 1×
  3. Hugging Face Blog/Research · recommended 1×
  4. Google AI Blog · recommended 1×
  5. Towards Data Science · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive overview of recent text-to-image generation research papers?
    you: not recommended
    AI recommended (in order):
    1. Papers With Code
    2. arXiv
    3. Hugging Face Blog/Research
    4. Google AI Blog
    5. Towards Data Science
    6. The Batch by DeepLearning.AI
    7. Import AI by Jack Clark
    8. Yannic Kilcher
    9. Two Minute Papers

    AI recommended 9 alternatives but never named AlonzoLeeeooo/awesome-text-to-image-studies. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the key advancements and models in modern AI for generating images from text?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. SDXL
    3. Midjourney
    4. Midjourney V6
    5. DALL-E 3
    6. DALL-E 2
    7. Imagen
    8. Imagen 2
    9. DeepFloyd IF

    AI recommended 9 alternatives but never named AlonzoLeeeooo/awesome-text-to-image-studies. 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 AlonzoLeeeooo/awesome-text-to-image-studies?
    pass
    AI did not name AlonzoLeeeooo/awesome-text-to-image-studies — 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 AlonzoLeeeooo/awesome-text-to-image-studies in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AlonzoLeeeooo/awesome-text-to-image-studies 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 AlonzoLeeeooo/awesome-text-to-image-studies solve, and who is the primary audience?
    pass
    AI did not name AlonzoLeeeooo/awesome-text-to-image-studies — 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 AlonzoLeeeooo/awesome-text-to-image-studies. 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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