RRepoGEO

REPOGEO REPORT · LITE

KnowledgeCanvas/knowledge

Default branch main · commit a5a094da · scanned 6/24/2026, 6:47:42 PM

GitHub: 1,457 stars · 109 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 KnowledgeCanvas/knowledge, 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
  • highabout#1
    Enhance the repository description to highlight AI-powered features

    Why:

    CURRENT
    Knowledge is a tool for saving, searching, accessing, exploring and chatting with all of your favorite websites, documents and files.
    COPY-PASTE FIX
    Knowledge is an AI-powered tool for saving, searching, accessing, exploring, and chatting with all of your favorite websites, documents, and files, leveraging large language models for interactive learning and summarization.
  • mediumtopics#2
    Expand topics to include more action-oriented AI terms

    Why:

    CURRENT
    knowledge-discovery, knowledge-graph, knowledge-management, large-language-models, learning, llm, research
    COPY-PASTE FIX
    knowledge-discovery, knowledge-graph, knowledge-management, large-language-models, learning, llm, research, ai-powered, document-chat, web-summarization
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/KnowledgeCanvas/knowledge

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 KnowledgeCanvas/knowledge
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Notion AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Notion AI · recommended 2×
  2. Perplexity AI · recommended 2×
  3. Mem.ai · recommended 1×
  4. Obsidian · recommended 1×
  5. Obsidian Smart Connections · recommended 1×
  • CATEGORY QUERY
    How can I organize and chat with my digital documents, websites, and research notes using AI?
    you: not recommended
    AI recommended (in order):
    1. Mem.ai
    2. Obsidian
    3. Obsidian Smart Connections
    4. Text Generator Plugin
    5. Obsidian Linter
    6. Notion AI
    7. Perplexity AI
    8. Humata AI
    9. Readwise Reader
    10. Ghostreader

    AI recommended 10 alternatives but never named KnowledgeCanvas/knowledge. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help summarize web content and documents using AI for better knowledge management?
    you: not recommended
    AI recommended (in order):
    1. Notion AI
    2. ChatGPT Plus / GPT-4
    3. Claude
    4. Perplexity AI
    5. Mem
    6. Reader
    7. QuillBot Summarizer

    AI recommended 7 alternatives but never named KnowledgeCanvas/knowledge. 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 KnowledgeCanvas/knowledge?
    pass
    AI named KnowledgeCanvas/knowledge explicitly

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

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

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

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KnowledgeCanvas/knowledge — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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