RRepoGEO

REPOGEO REPORT · LITE

Ricky-7-Yan/intelligent-audit-system

Default branch main · commit 4e8d13a9 · scanned 5/28/2026, 9:58:00 PM

GitHub: 1,139 stars · 102 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 Ricky-7-Yan/intelligent-audit-system, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ["audit", "auditing", "llm", "large-language-models", "knowledge-graph", "rag", "retrieval-augmented-generation", "financial-auditing", "compliance", "risk-assessment", "fastapi", "python", "ai-platform"]
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    [Your project's official website or documentation URL, e.g., https://autoaudit.example.com]

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 Ricky-7-Yan/intelligent-audit-system
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Vertex AI
Recommended in 4 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Vertex AI · recommended 4×
  2. Azure OpenAI Service · recommended 4×
  3. Hugging Face Transformers · recommended 3×
  4. OpenAI GPT-4 · recommended 3×
  5. OpenAI GPT-4/GPT-3.5 · recommended 1×
  • CATEGORY QUERY
    How can I automate audit compliance checks and risk assessment using large language models?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4/GPT-3.5
    2. Google Cloud Vertex AI
    3. Azure OpenAI Service
    4. Hugging Face Transformers
    5. IBM Watson Discovery
    6. OpenAI GPT-4
    7. Google Cloud Vertex AI
    8. Hugging Face Transformers
    9. Microsoft Azure Cognitive Services
    10. Language Understanding - LUIS
    11. Text Analytics
    12. OpenAI GPT-4
    13. Google Cloud Vertex AI
    14. Azure OpenAI Service
    15. Hugging Face Transformers
    16. Amazon Comprehend
    17. OpenAI GPT-4
    18. Google Cloud Vertex AI
    19. Azure OpenAI Service
    20. Cohere Command
    21. GPT-4
    22. PaLM 2
    23. Hugging Face

    AI recommended 23 alternatives but never named Ricky-7-Yan/intelligent-audit-system. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an intelligent platform integrating knowledge graphs and RAG for financial auditing.
    you: not recommended
    AI recommended (in order):
    1. Neo4j AuraDS
    2. LangChain
    3. OpenAI
    4. Azure OpenAI Service
    5. Amazon Neptune
    6. Amazon Kendra
    7. Anthropic Claude
    8. Cohere
    9. BigQuery
    10. Dataproc
    11. GraphFrames
    12. Vertex AI Search
    13. Gemini
    14. Microsoft Azure Cosmos DB
    15. Azure AI Search
    16. DataStax Astra DB
    17. LlamaIndex
    18. Mistral AI
    19. Llama 2

    AI recommended 19 alternatives but never named Ricky-7-Yan/intelligent-audit-system. 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 Ricky-7-Yan/intelligent-audit-system?
    pass
    AI did not name Ricky-7-Yan/intelligent-audit-system — 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?

  • If a team adopts Ricky-7-Yan/intelligent-audit-system in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Ricky-7-Yan/intelligent-audit-system 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 Ricky-7-Yan/intelligent-audit-system solve, and who is the primary audience?
    pass
    AI named Ricky-7-Yan/intelligent-audit-system explicitly

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

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Ricky-7-Yan/intelligent-audit-system — 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