RRepoGEO

REPOGEO REPORT · LITE

zzyfight/genai-compliance-bench

Default branch main · commit 3a394ea4 · scanned 6/11/2026, 2:18:21 PM

GitHub: 634 stars · 55 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 zzyfight/genai-compliance-bench, 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
  • mediumabout#1
    Enhance the repository description for better keyword matching

    Why:

    CURRENT
    GenAI compliance benchmark is a evaluation benchmarks for generative AI in regulated industries.
    COPY-PASTE FIX
    Pre-deployment compliance evaluation benchmarks for generative AI in regulated industries, offering sector-adaptive policy engines and explainable assessments for financial services, telecom, and NIST AI RMF alignment.
  • lowhomepage#2
    Add a homepage URL to complete metadata

    Why:

    COPY-PASTE FIX
    https://github.com/zzyfight/genai-compliance-bench

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 zzyfight/genai-compliance-bench
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Fiddler AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Fiddler AI · recommended 2×
  2. IBM Watson OpenScale · recommended 2×
  3. TruEra · recommended 2×
  4. Arize AI · recommended 1×
  5. whylabs/whylogs · recommended 1×
  • CATEGORY QUERY
    How to evaluate large language models for regulatory compliance in financial services?
    you: not recommended
    AI recommended (in order):
    1. Arize AI
    2. Fiddler AI
    3. WhyLabs (whylogs) (whylabs/whylogs)
    4. Weights & Biases
    5. IBM Watson OpenScale
    6. TruEra
    7. Hugging Face Evaluate Library (huggingface/evaluate)
    8. SHAP (shap/shap)
    9. LIME (marcotcr/lime)

    AI recommended 9 alternatives but never named zzyfight/genai-compliance-bench. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for pre-deployment compliance testing of generative AI in regulated sectors?
    you: not recommended
    AI recommended (in order):
    1. Arthur AI
    2. Fiddler AI
    3. IBM Watson OpenScale
    4. TruEra
    5. Gretel.ai
    6. Microsoft Azure Machine Learning (with Responsible AI Toolkit)
    7. Google Cloud Vertex AI (with Explainable AI features)

    AI recommended 7 alternatives but never named zzyfight/genai-compliance-bench. 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 zzyfight/genai-compliance-bench?
    pass
    AI named zzyfight/genai-compliance-bench explicitly

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

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

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

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zzyfight/genai-compliance-bench — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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