RRepoGEO

REPOGEO REPORT · LITE

mohamed-chs/convoviz

Default branch main · commit 3f50ee7a · scanned 6/15/2026, 11:32:02 AM

GitHub: 863 stars · 51 forks

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 mohamed-chs/convoviz, 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 H1/H2 to emphasize ChatGPT export processing

    Why:

    CURRENT
    <h1 align="center">Convoviz</h1>
  <p align="center">Convert your ChatGPT history into clean, readable Markdown (text files).</p>
  <p align="center"><strong>Perfect for archiving, local search, or use with note-taking apps like Obsidian.</strong></p>
  <p align="center">Visualize your data with word clouds and usage graphs.</p>
    COPY-PASTE FIX
    <h1>Convoviz: ChatGPT Export to Markdown & Visualizations</h1>
<p>Convert your ChatGPT export (ZIP) into clean Markdown text files with inline media, and generate data visualizations like word clouds and usage graphs. Perfect for archiving, local search, or use with note-taking apps like Obsidian.</p>
  • mediumtopics#2
    Add more specific topics for analysis and visualization of chat history

    Why:

    CURRENT
    chatgpt, conversations, export, history, json, markdown, obsidian, openai, python, zip
    COPY-PASTE FIX
    chatgpt, conversations, export, history, json, markdown, obsidian, openai, python, zip, chat-analysis, conversation-analysis, data-visualization, word-cloud, usage-graphs
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/mohamed-chs/convoviz

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 mohamed-chs/convoviz
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
markdown-it-py
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. markdown-it-py · recommended 1×
  2. Mistune · recommended 1×
  3. Pandoc · recommended 1×
  4. nbconvert · recommended 1×
  5. Obsidian.md · recommended 1×
  • CATEGORY QUERY
    How to convert AI assistant conversation history into readable markdown files?
    you: not recommended
    AI recommended (in order):
    1. markdown-it-py
    2. Mistune
    3. Pandoc
    4. nbconvert
    5. Obsidian.md
    6. Notion
    7. Google Docs
    8. Docs to Markdown
    9. Markdown Here
    10. Microsoft Word

    AI recommended 10 alternatives but never named mohamed-chs/convoviz. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools to analyze and generate word clouds from my AI chat history?
    you: not recommended
    AI recommended (in order):
    1. Voyant Tools
    2. WordArt.com
    3. MonkeyLearn Word Cloud Generator
    4. Python
    5. matplotlib (matplotlib/matplotlib)
    6. wordcloud (amueller/word_cloud)
    7. TagCrowd
    8. ChatGPT
    9. Claude
    10. Gemini

    AI recommended 10 alternatives but never named mohamed-chs/convoviz. 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 mohamed-chs/convoviz?
    pass
    AI named mohamed-chs/convoviz explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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