RRepoGEO

REPOGEO REPORT · LITE

xai-org/grok-prompts

Default branch main · commit a7c186f5 · scanned 5/26/2026, 5:42:58 PM

GitHub: 4,133 stars · 460 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 xai-org/grok-prompts, 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
  • highreadme#1
    Enhance README intro to highlight general prompt engineering value

    Why:

    CURRENT
    We are regularly updating this repository with the system prompts that we use for the Grok chat assistant and various product features across X and grok.com.
    COPY-PASTE FIX
    We are regularly updating this repository with the system prompts that we use for the Grok chat assistant and various product features across X and grok.com. These prompts offer concrete examples for prompt engineering, including system-level instructions and safety guardrails, relevant for large language models and conversational AI development.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://grok.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 xai-org/grok-prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Cookbook
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Cookbook · recommended 1×
  2. Anthropic's Prompt Engineering Guide · recommended 1×
  3. Hugging Face Blog · recommended 1×
  4. Hugging Face Community Forums · recommended 1×
  5. LangChain Documentation · recommended 1×
  • CATEGORY QUERY
    Where can I find examples of effective system prompts for building a conversational AI?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Cookbook
    2. Anthropic's Prompt Engineering Guide
    3. Hugging Face Blog
    4. Hugging Face Community Forums
    5. LangChain Documentation
    6. DeepLearning.AI Courses
    7. ChatGPT Prompt Engineering for Developers
    8. Google Cloud Vertex AI
    9. Azure OpenAI Service

    AI recommended 9 alternatives but never named xai-org/grok-prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking guidance on crafting robust safety and guardrail prompts for a large language model.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Evals
    2. Guardrails AI
    3. LangChain
    4. Microsoft's Prompt Engineering Guide
    5. Hugging Face Transformers Safety Checkpoints
    6. Anthropic's Constitutional AI

    AI recommended 6 alternatives but never named xai-org/grok-prompts. 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 xai-org/grok-prompts?
    pass
    AI named xai-org/grok-prompts explicitly

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

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

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

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