RRepoGEO

REPOGEO REPORT · LITE

williamfzc/chat-gpt-ppt

Default branch main · commit 7161c272 · scanned 6/5/2026, 4:41:46 PM

GitHub: 921 stars · 87 forks

AI VISIBILITY SCORE
22 /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
1 / 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 williamfzc/chat-gpt-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 statement to highlight open-source, self-hosted nature

    Why:

    CURRENT
    # chat-gpt-ppt

Use ChatGPT to generate PPT automatically, all in one single file.
    COPY-PASTE FIX
    # chat-gpt-ppt

An open-source, self-hosted command-line tool that uses ChatGPT (or other LLM backends) to automatically generate presentation slides (PPT) from text topics, all in a single file.
  • mediumtopics#2
    Expand repository topics to include key differentiators and use cases

    Why:

    CURRENT
    chatgpt, gpt, openai, ppt, slide
    COPY-PASTE FIX
    chatgpt, gpt, openai, ppt, slide, presentation-generator, cli-tool, automation, self-hosted, llm-tool
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/williamfzc/chat-gpt-ppt

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 williamfzc/chat-gpt-ppt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gamma
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Gamma · recommended 2×
  2. Tome · recommended 2×
  3. Beautiful.ai · recommended 2×
  4. Plus AI for Google Slides · recommended 2×
  5. Microsoft Copilot · recommended 2×
  • CATEGORY QUERY
    How can I quickly generate presentation slides from text topics using AI?
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. Beautiful.ai
    4. Plus AI for Google Slides
    5. Microsoft Copilot

    AI recommended 5 alternatives but never named williamfzc/chat-gpt-ppt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use large language models to create presentation files from prompts?
    you: not recommended
    AI recommended (in order):
    1. Gamma
    2. Tome
    3. Beautiful.ai
    4. Plus AI for Google Slides
    5. Microsoft Copilot
    6. Canva Magic Design

    AI recommended 6 alternatives but never named williamfzc/chat-gpt-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
    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 williamfzc/chat-gpt-ppt?
    pass
    AI did not name williamfzc/chat-gpt-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?

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