RRepoGEO

REPOGEO REPORT · LITE

CRui5in/paper-ppt-agent

Default branch master · commit 2ff6b404 · scanned 6/29/2026, 8:42:03 PM

GitHub: 1,045 stars · 67 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)

3 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 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

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

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics for categorization

    Why:

    COPY-PASTE FIX
    ai, llm, presentation-generator, ppt-generator, research-paper, academic-tools, multi-agent, pdf-to-ppt, latex-to-ppt, powerpoint, agent-system
  • highreadme#2
    Clarify the core purpose in the README's opening

    Why:

    CURRENT
    # Paper PPT Agent

<p align="center">
  <b>上传论文，AI 自动生成演示文稿</b>
</p>

<p align="center">
  <a href="./LICENSE"></a>
  <a href="https://github.com/CRui5in/paper-ppt-agent/releases"></a>
</p>

<p align="center">
  中文 | <a href="./README.en.md">English</a>
</p>

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
    # Paper PPT Agent: AI-Powered Academic Presentation Generator

This project is an AI-powered multi-agent system designed to automatically generate editable PowerPoint (PPTX) presentations directly from academic paper PDFs or LaTeX source files. It streamlines the process of content extraction, structure planning, layout design, and visual quality review, outputting ready-to-use presentation decks for researchers, academics, and students.

<p align="center">
  <b>上传论文，AI 自动生成演示文稿</b>
</p>

<p align="center">
  <a href="./LICENSE"></a>
  <a href="https://github.com/CRui5in/paper-ppt-agent/releases"></a>
</p>

<p align="center">
  中文 | <a href="./README.en.md">English</a>
</p>

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.
  • mediumhomepage#3
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    [Insert URL to a live demo, project website, or dedicated documentation page 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
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. Tome · recommended 2×
  3. Beautiful.ai · recommended 2×
  4. Google Gemini Advanced · recommended 1×
  5. SlideSpeak.ai · recommended 1×
  • CATEGORY QUERY
    How can I automatically create presentation slides from a research paper PDF?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Google Gemini Advanced
    3. SlideSpeak.ai
    4. Tome
    5. Beautiful.ai
    6. Adobe Acrobat Pro
    7. Smallpdf
    8. ILovePDF
    9. Microsoft PowerPoint
    10. Google Slides

    AI recommended 10 alternatives but never named CRui5in/paper-ppt-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use AI to generate editable PowerPoint decks from academic papers?
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. ChatGPT
    4. PowerPoint
    5. Beautiful.ai
    6. Slidebean
    7. Elicit.org

    AI recommended 7 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 did not name CRui5in/paper-ppt-agent — 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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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