RRepoGEO

REPOGEO REPORT · LITE

hzwer/WritingAIPaper

Default branch main · commit ab1d5a35 · scanned 5/22/2026, 7:58:03 AM

GitHub: 3,753 stars · 133 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)

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

AI VISIBILITY SCORE
28 /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
2 / 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 hzwer/WritingAIPaper, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) to the root of the repository to clarify usage rights and encourage adoption.
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    ai, paper, writing
    COPY-PASTE FIX
    ai, paper, writing, academic-writing, research-paper, conference-paper, guide, handbook
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add a link to a dedicated project page, documentation, or a relevant article (e.g., a GitHub Pages site or a specific article on Zhihu/WeChat) in the repository's 'About' section.

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 hzwer/WritingAIPaper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LaTeX
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LaTeX · recommended 1×
  2. Overleaf · recommended 1×
  3. TeX Live · recommended 1×
  4. MiKTeX · recommended 1×
  5. Zotero · recommended 1×
  • CATEGORY QUERY
    How to structure and write a strong AI research paper for conferences?
    you: not recommended
    AI recommended (in order):
    1. LaTeX
    2. Overleaf
    3. TeX Live
    4. MiKTeX
    5. Zotero
    6. Mendeley
    7. BibTeX
    8. Google Docs
    9. Microsoft Word
    10. TikZ
    11. draw.io
    12. Lucidchart
    13. algorithm2e
    14. algorithmicx
    15. PyTorch
    16. TensorFlow
    17. scikit-learn
    18. matplotlib
    19. ggplot2
    20. Plotly
    21. Grammarly
    22. LanguageTool
    23. OpenReview
    24. CMT3
    25. EasyChair

    AI recommended 25 alternatives but never named hzwer/WritingAIPaper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a comprehensive guide for beginners on crafting academic AI submissions effectively?
    you: not recommended
    AI recommended (in order):
    1. The AI-Powered Academic: How to Use Artificial Intelligence to Write, Research, and Publish
    2. Writing for Computer Science
    3. A Guide to Writing for Computer Science
    4. How to Write a Great Research Paper
    5. The Elements of Style

    AI recommended 5 alternatives but never named hzwer/WritingAIPaper. 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 hzwer/WritingAIPaper?
    pass
    AI did not name hzwer/WritingAIPaper — 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 hzwer/WritingAIPaper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hzwer/WritingAIPaper 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 hzwer/WritingAIPaper solve, and who is the primary audience?
    pass
    AI named hzwer/WritingAIPaper explicitly

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

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hzwer/WritingAIPaper — 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