RRepoGEO

REPOGEO REPORT · LITE

BeaconBay/ck

Default branch main · commit ed43e058 · scanned 5/12/2026, 3:12:41 AM

GitHub: 1,586 stars · 68 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 BeaconBay/ck, 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
    Clarify the 'About' description to specify it's a command-line tool

    Why:

    CURRENT
    Local first semantic and hybrid BM25 grep / search tool for use by AI and humans!
    COPY-PASTE FIX
    A local-first command-line semantic and hybrid BM25 code search tool for developers and AI agents.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    grep, grep-like, rust, semantic
    COPY-PASTE FIX
    grep, grep-like, rust, semantic, semantic-code-search, local-first, ai-agent-tool, developer-tool, code-search
  • mediumreadme#3
    Refine the README's opening paragraph to emphasize local-first and AI agent integration

    Why:

    CURRENT
    ck (seek) finds code by meaning, not just keywords. It's grep that understands what you're looking for — search for "error handling" and find try/catch blocks, error returns, and exception handling code even when those exact words aren't present.
    COPY-PASTE FIX
    ck (seek) is a local-first semantic code search tool that finds code by meaning, not just keywords. Designed for both human developers and seamless integration with AI agents, it's grep that understands what you're looking for — search for "error handling" and find try/catch blocks, error returns, and exception handling code even when those exact words aren't present.

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 BeaconBay/ck
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Sourcegraph Cody
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Sourcegraph Cody · recommended 1×
  2. GitHub Copilot Chat · recommended 1×
  3. GitHub Copilot Enterprise · recommended 1×
  4. OpenAI Codex · recommended 1×
  5. Google Cloud Vertex AI Codey APIs · recommended 1×
  • CATEGORY QUERY
    Looking for a semantic code search tool to understand meaning, not just keywords, for AI agents.
    you: not recommended
    AI recommended (in order):
    1. Sourcegraph Cody
    2. GitHub Copilot Chat
    3. GitHub Copilot Enterprise
    4. OpenAI Codex
    5. Google Cloud Vertex AI Codey APIs
    6. Vertex AI
    7. Tabnine Chat

    AI recommended 7 alternatives but never named BeaconBay/ck. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a local-first, fast code search utility combining semantic and keyword matching.
    you: not recommended
    AI recommended (in order):
    1. Cody
    2. Ripgrep (BurntSushi/ripgrep)
    3. Ollama (ollama/ollama)
    4. LM Studio
    5. Code Llama
    6. Phind-CodeLlama
    7. Blackbox AI
    8. Cursor
    9. CodeGPT (codyatwork/CodeGPT)
    10. Fauxpilot (Venthe/fauxpilot-vscode)

    AI recommended 10 alternatives but never named BeaconBay/ck. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 BeaconBay/ck?
    pass
    AI named BeaconBay/ck explicitly

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

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

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite