RRepoGEO

REPOGEO REPORT · LITE

Jakedismo/codegraph-rust

Default branch main · commit ce5bf27a · scanned 6/2/2026, 12:17:46 AM

GitHub: 780 stars · 75 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 Jakedismo/codegraph-rust, 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
    Refine the 'About' description for clarity on AI agent RAG

    Why:

    CURRENT
    100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management
    COPY-PASTE FIX
    A Rust-native tool building semantic knowledge graphs from codebases to empower AI agents with deep understanding for RAG and advanced code analysis.
  • hightopics#2
    Refine topics to focus on code RAG and AI agents

    Why:

    CURRENT
    agents, ai-agents, ai-coding, claude-code, code-search, codex, coding-agent, context-engine, cursor, gemini-cli, graphrag, rag, rust, search-engines, semantic-search, vibe-coding
    COPY-PASTE FIX
    rust, code-analysis, knowledge-graph, semantic-search, rag, graphrag, ai-agents, code-agents, ast, code-understanding, code-intelligence
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    (Create a LICENSE file in the repository root with your chosen open-source license, e.g., MIT or Apache-2.0.)

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 Jakedismo/codegraph-rust
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Chat
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 1×
  2. Cursor · recommended 1×
  3. Codeium · recommended 1×
  4. JSDoc · recommended 1×
  5. Python docstrings · recommended 1×
  • CATEGORY QUERY
    How can I give my AI coding assistant a deeper understanding of my codebase?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Cursor
    3. Codeium
    4. JSDoc
    5. Python docstrings
    6. JavaDoc
    7. Pinecone
    8. Weaviate
    9. Chroma
    10. OpenAI's `text-embedding-ada-002`
    11. Google's `text-embedding-004`
    12. Llama 3
    13. Code Llama

    AI recommended 13 alternatives but never named Jakedismo/codegraph-rust. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Rust-based tool to create a semantic knowledge graph for code RAG?
    you: not recommended
    AI recommended (in order):
    1. GraphBLAS (https://github.com/rust-grb/grb)
    2. PetGraph (https://github.com/petgraph/petgraph)
    3. Graph
    4. Neo4j
    5. Dgraph

    AI recommended 5 alternatives but never named Jakedismo/codegraph-rust. 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 Jakedismo/codegraph-rust?
    pass
    AI named Jakedismo/codegraph-rust explicitly

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

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