RRepoGEO

REPOGEO REPORT · LITE

OpenDCAI/Paper2Any

Default branch main · commit 005fb5ef · scanned 5/12/2026, 5:37:53 PM

GitHub: 2,310 stars · 160 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 OpenDCAI/Paper2Any, 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
  • highabout#1
    Emphasize AI-powered automation in the repository description

    Why:

    CURRENT
    Turn paper/text/topic into editable research figures, technical route diagrams, and presentation slides.
    COPY-PASTE FIX
    AI-powered tool to automatically convert research papers, text, or topics into editable research figures, technical route diagrams, and presentation slides.
  • mediumtopics#2
    Add more specific topics related to research automation and visual outputs

    Why:

    CURRENT
    agent, ai, aippt, editable-pptx, langgraph, paper2slides, ppt-generator
    COPY-PASTE FIX
    agent, ai, aippt, editable-pptx, langgraph, paper2slides, ppt-generator, research-automation, scientific-diagrams, technical-figures, presentation-generator, academic-tools, document-automation, llm-applications

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 OpenDCAI/Paper2Any
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. GPT-4 · recommended 1×
  3. Tome · recommended 1×
  4. Beautiful.ai · recommended 1×
  5. Gamma · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate presentation slides from research papers or academic text?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. GPT-4
    3. Tome
    4. Beautiful.ai
    5. Gamma
    6. Pandoc
    7. LaTeX Beamer
    8. Reveal.js
    9. PowerPoint
    10. Google Slides

    AI recommended 10 alternatives but never named OpenDCAI/Paper2Any. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools can convert scientific articles into editable technical diagrams and figures?
    you: not recommended
    AI recommended (in order):
    1. diagrams.net (jgraph/drawio)
    2. Microsoft Visio
    3. Lucidchart
    4. ChatGPT
    5. Semantic Scholar
    6. Elicit.org
    7. Plotly (plotly/plotly.py)
    8. Matplotlib (matplotlib/matplotlib)

    AI recommended 8 alternatives but never named OpenDCAI/Paper2Any. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 OpenDCAI/Paper2Any?
    pass
    AI named OpenDCAI/Paper2Any explicitly

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

  • If a team adopts OpenDCAI/Paper2Any in production, what risks or prerequisites should they evaluate first?
    pass
    AI named OpenDCAI/Paper2Any 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 OpenDCAI/Paper2Any solve, and who is the primary audience?
    pass
    AI named OpenDCAI/Paper2Any 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 OpenDCAI/Paper2Any. 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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MARKDOWN (README)
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OpenDCAI/Paper2Any — 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