RRepoGEO

REPOGEO REPORT · LITE

OpenDCAI/Paper2Any

Default branch main · commit 1ca1f658 · scanned 6/23/2026, 2:23:16 AM

GitHub: 2,640 stars · 184 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
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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 to clearly state the project's AI-powered paper-to-visuals function

    Why:

    CURRENT
    # Paper2Any
    COPY-PASTE FIX
    # Paper2Any: AI-Powered Research Workflow for Figures, Diagrams, and Slides from Papers
  • mediumtopics#2
    Add more descriptive and common topics for AI categorization

    Why:

    CURRENT
    agent, ai, aippt, editable-pptx, langgraph, paper2slides, ppt-generator
    COPY-PASTE FIX
    agent, ai, aippt, editable-pptx, langgraph, paper2slides, ppt-generator, research-tool, academic-publishing, llm-application, diagram-generator, slide-generator, scientific-visualization, research-automation
  • mediumabout#3
    Refine the 'About' description to emphasize AI and the research workflow

    Why:

    CURRENT
    Turn paper/text/topic into editable research figures, technical route diagrams, and presentation slides.
    COPY-PASTE FIX
    AI-powered tool to transform research papers, text, or topics into editable figures, technical diagrams, and presentation slides for academic and scientific communication.

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
Gamma
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gamma · recommended 1×
  2. Tome · recommended 1×
  3. Beautiful.ai · recommended 1×
  4. Microsoft PowerPoint · recommended 1×
  5. Google Slides · recommended 1×
  • CATEGORY QUERY
    How to automatically generate editable presentation slides from research papers or text?
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. Beautiful.ai
    4. Microsoft PowerPoint
    5. Google Slides
    6. Canva

    AI recommended 6 alternatives but never named OpenDCAI/Paper2Any. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools can convert research papers or text into technical diagrams and figures?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. GPT-4
    3. DALL-E 3
    4. Mermaid.js (mermaid-js/mermaid)
    5. PlantUML (plantuml/plantuml)
    6. Diagrams.net (jgraph/drawio)
    7. Lucidchart
    8. Semantic Scholar
    9. ResearchRabbit
    10. spaCy (explosion/spaCy)
    11. NLTK (nltk/nltk)
    12. NetworkX (networkx/networkx)
    13. Matplotlib (matplotlib/matplotlib)

    AI recommended 13 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