RRepoGEO

REPOGEO REPORT · LITE

yingpengma/Awesome-Story-Generation

Default branch main · commit f963b0d0 · scanned 6/15/2026, 9:07:51 AM

GitHub: 628 stars · 31 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 yingpengma/Awesome-Story-Generation, 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 README's opening to clearly state it's an "awesome list"

    Why:

    CURRENT
    This repository collects awesome papers about **Story Generation / Storytelling** in LLM era.
    COPY-PASTE FIX
    This **awesome list** repository curates state-of-the-art papers about **Story Generation / Storytelling**, exclusively focusing on the Large Language Model (LLM) era. It serves as a comprehensive research collection for the AI community.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the repository's homepage URL to `https://yingpengma.github.io/` (or `https://yingpengma.github.io/Awesome-Story-Generation/` if a dedicated project page exists).

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 yingpengma/Awesome-Story-Generation
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GPT-3.5/GPT-4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GPT-3.5/GPT-4 · recommended 1×
  2. Claude · recommended 1×
  3. Llama 2 · recommended 1×
  4. Cohere Command · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    Seeking resources for state-of-the-art story generation methods using large language models.
    you: not recommended
    AI recommended (in order):
    1. GPT-3.5/GPT-4
    2. Claude
    3. Llama 2
    4. Cohere Command
    5. Google Gemini
    6. AI Dungeon
    7. NovelAI
    8. Hugging Face Transformers Library

    AI recommended 8 alternatives but never named yingpengma/Awesome-Story-Generation. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find recent advancements in AI storytelling techniques powered by large language models?
    you: not recommended
    AI recommended (in order):
    1. arXiv.org
    2. ACL Anthology
    3. NeurIPS
    4. ICML
    5. ICLR
    6. Google AI Blog
    7. OpenAI Blog
    8. DeepMind Blog
    9. Hugging Face Blog
    10. Papers with Code
    11. MIT Technology Review
    12. The Verge

    AI recommended 12 alternatives but never named yingpengma/Awesome-Story-Generation. 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 yingpengma/Awesome-Story-Generation?
    pass
    AI did not name yingpengma/Awesome-Story-Generation — 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 yingpengma/Awesome-Story-Generation in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yingpengma/Awesome-Story-Generation 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 yingpengma/Awesome-Story-Generation solve, and who is the primary audience?
    pass
    AI did not name yingpengma/Awesome-Story-Generation — 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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yingpengma/Awesome-Story-Generation — 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