RRepoGEO

REPOGEO REPORT · LITE

LearnPrompt/humanize-ppt

Default branch main · commit a4ee3c62 · scanned 6/25/2026, 7:17:18 PM

GitHub: 531 stars · 50 forks

AI VISIBILITY SCORE
33 /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
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 LearnPrompt/humanize-ppt, 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 README's opening to clearly state its English value proposition

    Why:

    CURRENT
    # Humanize PPT
> *「模板库能把一个概念铺成十几页好看的 HTML；可你要站着讲完的，是能推着观众一页页往前走的那条线。」*
    COPY-PASTE FIX
    # Humanize PPT
Humanize PPT is an AST-based engine that transforms raw content into structured, speakable presentation outlines, ensuring every slide advances the audience's understanding.
> *「模板库能把一个概念铺成十几页好看的 HTML；可你要站着讲完的，是能推着观众一页页往前走的那条线。」*
  • highreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, for example: '## License 
 This project is licensed under a custom license. Please refer to the [LICENSE](LICENSE) file for full details.'
  • mediumtopics#3
    Refine repository topics for better AI categorization

    Why:

    CURRENT
    ai-workflow, ast, html-slides, humanizer, ppt, presentation, skill
    COPY-PASTE FIX
    ai-presentation, presentation-structuring, speakable-outline, ast-engine, content-workflow, generative-ai-tools, html-slides

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 LearnPrompt/humanize-ppt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Beautiful.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Beautiful.ai · recommended 1×
  2. Gamma · recommended 1×
  3. Tome · recommended 1×
  4. Canva Presentations · recommended 1×
  5. Microsoft PowerPoint · recommended 1×
  • CATEGORY QUERY
    How to structure AI-generated content into a compelling, human-centered presentation narrative?
    you: not recommended
    AI recommended (in order):
    1. Beautiful.ai
    2. Gamma
    3. Tome
    4. Canva Presentations
    5. Microsoft PowerPoint
    6. Copilot
    7. Google Slides
    8. Plus AI
    9. Prezi

    AI recommended 9 alternatives but never named LearnPrompt/humanize-ppt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help transform raw content into a structured, speakable presentation outline?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT / GPT-4
    2. Claude 3
    3. Gemini Advanced
    4. Milanote
    5. Scrivener
    6. Notion
    7. MindMeister
    8. XMind
    9. Google Docs
    10. Microsoft Word
    11. Simplenote
    12. Bear

    AI recommended 12 alternatives but never named LearnPrompt/humanize-ppt. 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 LearnPrompt/humanize-ppt?
    pass
    AI named LearnPrompt/humanize-ppt explicitly

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

  • If a team adopts LearnPrompt/humanize-ppt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LearnPrompt/humanize-ppt 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 LearnPrompt/humanize-ppt solve, and who is the primary audience?
    pass
    AI did not name LearnPrompt/humanize-ppt — 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?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite