RRepoGEO

REPOGEO REPORT · LITE

bramses/chatgpt-md

Default branch master · commit f1b5c37f · scanned 5/16/2026, 11:57:13 AM

GitHub: 1,403 stars · 101 forks

AI VISIBILITY SCORE
28 /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
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 bramses/chatgpt-md, 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
    Update the project description to be more comprehensive

    Why:

    CURRENT
    A (nearly) seamless integration of ChatGPT into Obsidian.
    COPY-PASTE FIX
    Seamlessly integrate ChatGPT, OpenRouter.ai, and local LLMs (Ollama/LM Studio) into Obsidian, enabling AI agents, tool calling, and privacy-first knowledge base querying.
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://github.com/bramses/chatgpt-md

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 bramses/chatgpt-md
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. Obsidian · recommended 1×
  3. Smart Connections · recommended 1×
  4. Text Generator · recommended 1×
  5. LLM Ask · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language models for AI assistance directly into my markdown notes?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Smart Connections
    3. Text Generator
    4. LLM Ask
    5. OpenAI
    6. Anthropic
    7. Ollama
    8. Logseq
    9. Logseq GPT3 OpenAI Plugin
    10. Logseq SmartBlock GPT-3
    11. VS Code
    12. GitHub Copilot
    13. CodeGPT
    14. Continue
    15. Google
    16. Joplin
    17. Joplin AI Assistant
    18. Ollama
    19. Llama.cpp
    20. Typora
    21. Notion AI
    22. Notion

    AI recommended 22 alternatives but never named bramses/chatgpt-md. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What solutions allow creating custom AI agents to query and summarize my local knowledge base?
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex
    2. LangChain
    3. Haystack
    4. OpenAI Assistants API
    5. Rasa

    AI recommended 5 alternatives but never named bramses/chatgpt-md. 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 bramses/chatgpt-md?
    pass
    AI named bramses/chatgpt-md explicitly

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

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