RRepoGEO

REPOGEO REPORT · LITE

HKUDS/Paper2Slides

Default branch main · commit 0785051d · scanned 6/30/2026, 1:42:55 AM

GitHub: 3,740 stars · 470 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
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 HKUDS/Paper2Slides, 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
    Strengthen README's opening to differentiate from general AI presentation tools

    Why:

    CURRENT
    Turns your **research papers**, **reports**, and **documents** into **professional slides & posters** in **minutes**.
    COPY-PASTE FIX
    Add this sentence immediately after the first paragraph under 'What is Paper2Slides?': 'Unlike general AI presentation tools, Paper2Slides is specifically engineered for academics and researchers to transform complex papers into clear, source-linked presentations.'
  • mediumtopics#2
    Expand repository topics to improve category visibility

    Why:

    CURRENT
    agentic-ai, llm-agents, paper2poster, paper2slides
    COPY-PASTE FIX
    agentic-ai, llm-agents, paper2poster, paper2slides, presentation-generator, academic-tools, research-tools, document-automation, ai-powered-presentations
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Provide the official project homepage URL (e.g., `https://paper2slides.org` or `https://hku.ds/paper2slides` if applicable).

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 HKUDS/Paper2Slides
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tome
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tome · recommended 2×
  2. Gamma · recommended 2×
  3. Beautiful.ai · recommended 2×
  4. Google Slides · recommended 2×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    How can I quickly convert research papers into professional presentation slides automatically?
    you: not recommended
    AI recommended (in order):
    1. Tome
    2. Gamma
    3. Beautiful.ai
    4. ChatGPT
    5. Google Gemini Advanced
    6. PowerPoint
    7. Google Slides
    8. Slidebean

    AI recommended 8 alternatives but never named HKUDS/Paper2Slides. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can generate presentation decks from various document formats like PDFs and reports?
    you: not recommended
    AI recommended (in order):
    1. Beautiful.ai
    2. Gamma
    3. Tome
    4. Microsoft PowerPoint
    5. Microsoft Copilot
    6. Google Slides
    7. Canva
    8. Adobe Acrobat Pro
    9. Foxit PhantomPDF
    10. Nitro Pro

    AI recommended 10 alternatives but never named HKUDS/Paper2Slides. 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 HKUDS/Paper2Slides?
    pass
    AI named HKUDS/Paper2Slides explicitly

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

  • If a team adopts HKUDS/Paper2Slides in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HKUDS/Paper2Slides 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 HKUDS/Paper2Slides solve, and who is the primary audience?
    pass
    AI named HKUDS/Paper2Slides explicitly

    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 HKUDS/Paper2Slides. 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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HKUDS/Paper2Slides — 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