RRepoGEO

REPOGEO REPORT · LITE

CRui5in/paper-ppt-agent

Default branch master · commit 97ab40be · scanned 5/30/2026, 8:37:47 PM

GitHub: 701 stars · 51 forks

AI VISIBILITY SCORE
35 /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
3 / 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 CRui5in/paper-ppt-agent, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening paragraph to emphasize core value

    Why:

    CURRENT
    基于多智能体协作的学术论文演示文稿自动生成工具。上传论文 PDF 或 TeX 源码，由 AI 完成内容提炼、结构规划、版式设计与视觉质量审查，最终输出可编辑的 PowerPoint 文件。
    COPY-PASTE FIX
    一个基于多智能体协作的AI工具，能将学术论文（PDF或LaTeX源码）自动转化为可编辑的PowerPoint演示文稿。它通过AI完成内容提炼、结构规划、版式设计与视觉质量审查，最终输出专业且可定制的PPT文件。
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://[your-project-homepage-or-demo-url-here]

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 CRui5in/paper-ppt-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft PowerPoint
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft PowerPoint · recommended 2×
  2. Tome · recommended 1×
  3. Beautiful.ai · recommended 1×
  4. Gamma · recommended 1×
  5. Canva · recommended 1×
  • CATEGORY QUERY
    How can I quickly create professional presentation slides from my research papers?
    you: not recommended
    AI recommended (in order):
    1. Tome
    2. Beautiful.ai
    3. Gamma
    4. Canva
    5. Microsoft PowerPoint
    6. Google Slides

    AI recommended 6 alternatives but never named CRui5in/paper-ppt-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to automatically generate editable PowerPoint decks from scientific PDFs or LaTeX sources?
    you: not recommended
    AI recommended (in order):
    1. Mathpix Snipping Tool
    2. Pandoc
    3. Adobe Acrobat Pro
    4. Microsoft PowerPoint
    5. Smallpdf
    6. iLovePDF
    7. LaTeX Beamer
    8. GrindEQ LaTeX-to-Word

    AI recommended 8 alternatives but never named CRui5in/paper-ppt-agent. 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 CRui5in/paper-ppt-agent?
    pass
    AI named CRui5in/paper-ppt-agent explicitly

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

  • If a team adopts CRui5in/paper-ppt-agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CRui5in/paper-ppt-agent 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 CRui5in/paper-ppt-agent solve, and who is the primary audience?
    pass
    AI named CRui5in/paper-ppt-agent explicitly

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

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CRui5in/paper-ppt-agent — 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