RRepoGEO

REPOGEO REPORT · LITE

BeaconBay/ck

Default branch main · commit d2cfe11a · scanned 6/22/2026, 9:27:04 AM

GitHub: 1,641 stars · 70 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
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 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
    Reposition the 'about' description to prevent miscategorization

    Why:

    CURRENT
    Local first semantic and hybrid BM25 grep / search tool for use by AI and humans!
    COPY-PASTE FIX
    Local-first semantic and hybrid BM25 code search tool for developers and AI agents, combining conceptual understanding with traditional grep.
  • mediumreadme#2
    Strengthen the README's opening sentence to emphasize its nature as a CLI tool

    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 CLI for semantic and hybrid code search. It finds code by meaning, not just keywords, acting as a '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.
  • mediumtopics#3
    Expand and refine repository topics for better category matching

    Why:

    CURRENT
    grep, grep-like, rust, semantic
    COPY-PASTE FIX
    code-search, semantic-search, hybrid-search, local-first, cli-tool, ai-tools, rust

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
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Sourcegraph · recommended 1×
  2. OpenGrok · recommended 1×
  3. GitHub Code Search · recommended 1×
  4. BlackDuck · recommended 1×
  5. SonarQube · recommended 1×
  • CATEGORY QUERY
    How to efficiently search code for concepts and meaning, not just exact text matches?
    you: not recommended
    AI recommended (in order):
    1. Sourcegraph
    2. OpenGrok
    3. GitHub Code Search
    4. BlackDuck
    5. SonarQube
    6. IntelliJ IDEA
    7. VS Code
    8. grep

    AI recommended 8 alternatives but never named BeaconBay/ck. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What local-first search utility combines semantic understanding with traditional grep for codebases?
    you: not recommended
    AI recommended (in order):
    1. Sourcegraph (sourcegraph/sourcegraph)
    2. rg (ripgrep) (BurntSushi/ripgrep)
    3. Tree-sitter (tree-sitter/tree-sitter)
    4. Blackbox (blackboxapp/blackbox)
    5. Cody (sourcegraph/cody)
    6. GitHub Copilot Chat
    7. OpenGrok (OpenGrok/OpenGrok)

    AI recommended 7 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 did not name BeaconBay/ck — 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 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

Drop this badge into the README of BeaconBay/ck. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/BeaconBay/ck.svg)](https://repogeo.com/en/r/BeaconBay/ck)
HTML
<a href="https://repogeo.com/en/r/BeaconBay/ck"><img src="https://repogeo.com/badge/BeaconBay/ck.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

BeaconBay/ck — 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