RRepoGEO

REPOGEO REPORT · LITE

bramses/chatgpt-md

Default branch master · commit f1b5c37f · scanned 6/27/2026, 8:46:57 AM

GitHub: 1,420 stars · 103 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 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

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

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics for discoverability

    Why:

    COPY-PASTE FIX
    obsidian, obsidian-plugin, chatgpt, llm, ai, note-taking, knowledge-management, local-llm, ollama, openrouter
  • highreadme#2
    Explicitly state 'Obsidian plugin' in the README's opening

    Why:

    CURRENT
    # ChatGPT MD

🚀 A seamless integration of ChatGPT, OpenRouter.ai and local LLMs via Ollama/LM Studio into Obsidian.
    COPY-PASTE FIX
    # ChatGPT MD: An Obsidian Plugin

🚀 A seamless integration of ChatGPT, OpenRouter.ai and local LLMs via Ollama/LM Studio directly into Obsidian.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    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
Obsidian
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 1×
  2. Dataview · recommended 1×
  3. Text Generator · recommended 1×
  4. Smart Connections · recommended 1×
  5. OpenAI · recommended 1×
  • CATEGORY QUERY
    How can I integrate AI language models with my local knowledge base for enhanced note-taking?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Dataview
    3. Text Generator
    4. Smart Connections
    5. OpenAI
    6. LM Studio
    7. Ollama
    8. Logseq
    9. Logseq GPT3 OpenAI
    10. Logseq SmartBlock AI
    11. Mem.ai
    12. Mem Spotlight
    13. Mem X
    14. AnyType
    15. Joplin
    16. Joplin AI Assistant
    17. Zotero
    18. Zotero GPT
    19. Better BibTeX

    AI recommended 19 alternatives but never named bramses/chatgpt-md. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools offer privacy-focused AI assistants for local document analysis and information retrieval?
    you: not recommended
    AI recommended (in order):
    1. LocalGPT
    2. PrivateGPT
    3. AnythingLLM
    4. MemGPT
    5. OpenWebUI
    6. LlamaIndex
    7. LangChain

    AI recommended 7 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 named bramses/chatgpt-md explicitly

    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