RRepoGEO

REPOGEO REPORT · LITE

axoviq-ai/synthadoc

Default branch main · commit 91356acb · scanned 7/1/2026, 1:42:20 PM

GitHub: 535 stars · 47 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 axoviq-ai/synthadoc, 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 the README's opening to clearly state its core purpose

    Why:

    CURRENT
    The current README starts with an ASCII art and 'Domain-agnostic LLM wiki engine' followed by 'Engineered for solo users and enterprises alike, providing a domain-specific knowledge base that scales seamlessly while maintaining accuracy through autonomous self-optimization.'
    COPY-PASTE FIX
    Synthadoc is an open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. It offers a transparent, human-readable alternative to traditional RAG, designed for self-management and self-improvement without external tools. Unlike synthetic data generators for LLM training, Synthadoc focuses on building actionable knowledge bases.
  • hightopics#2
    Refine topics to accurately reflect core function and remove misleading terms

    Why:

    CURRENT
    agent-skills, agentic-ai, cli-tool, domain-adaptation, enterprise, enterprise-solutions, knowledge-graph, local-llm, obsidian-md, obsidian-plugin, personal-knowledge-management, pkm, rag-alternative, synthetic, synthetic-data
    COPY-PASTE FIX
    llm-knowledge-base, knowledge-compilation, structured-wiki, local-first, rag-alternative, personal-knowledge-management, pkm, obsidian-md, obsidian-plugin, knowledge-graph, local-llm, cli-tool, enterprise-solutions, agentic-ai
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/axoviq-ai/synthadoc

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 axoviq-ai/synthadoc
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. Smart Connections · recommended 1×
  4. Text Generator · recommended 1×
  5. Note Refactor · recommended 1×
  • CATEGORY QUERY
    How can I transform raw documents into a structured, local-first wiki using LLMs?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Dataview
    3. Smart Connections
    4. Text Generator
    5. Note Refactor
    6. Logseq
    7. Logseq AI plugin
    8. Ollama
    9. Llama 3
    10. Mixtral
    11. python-docx
    12. PyPDF2
    13. pandoc
    14. pypandoc
    15. MkDocs
    16. Material for MkDocs
    17. TiddlyWiki
    18. TiddlyWiki AI plugin

    AI recommended 18 alternatives but never named axoviq-ai/synthadoc. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a self-managed, transparent LLM knowledge base alternative to traditional RAG systems.
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex
    2. LangChain
    3. Haystack
    4. Weaviate
    5. Neo4j
    6. TypeDB

    AI recommended 6 alternatives but never named axoviq-ai/synthadoc. 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 axoviq-ai/synthadoc?
    pass
    AI named axoviq-ai/synthadoc explicitly

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

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

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

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