RRepoGEO

REPOGEO REPORT · LITE

BurtonQin/lockbud

Default branch main · commit ab1d0951 · scanned 6/17/2026, 4:28:28 PM

GitHub: 591 stars · 39 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 BurtonQin/lockbud, 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
  • highreadme#1
    Reposition the README H1 to specify category and language

    Why:

    CURRENT
    # lockbud
    COPY-PASTE FIX
    # lockbud: A Static Analyzer for Rust
  • mediumabout#2
    Enhance the 'About' description for clarity and keywords

    Why:

    CURRENT
    Detect concurrency and memory bugs and possible panic locations in Rust projects
    COPY-PASTE FIX
    Static analysis tool for Rust to detect concurrency and memory bugs, including deadlocks, atomicity violations, use-after-free, and potential panic locations.
  • lowhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://dl.acm.org/doi/10.1145/3649086

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 BurtonQin/lockbud
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
rust-lang/rust-clippy
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. rust-lang/rust-clippy · recommended 2×
  2. rust-lang/miri · recommended 2×
  3. llvm/llvm-project · recommended 2×
  4. tokio-rs/loom · recommended 1×
  5. Valgrind · recommended 1×
  • CATEGORY QUERY
    How can I find concurrency and memory safety bugs in my Rust projects?
    you: not recommended
    AI recommended (in order):
    1. Clippy (rust-lang/rust-clippy)
    2. Miri (rust-lang/miri)
    3. loom (tokio-rs/loom)
    4. Valgrind
    5. ThreadSanitizer (llvm/llvm-project)
    6. cargo-fuzz (rust-fuzz/cargo-fuzz)

    AI recommended 6 alternatives but never named BurtonQin/lockbud. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there static analysis tools to prevent deadlocks and detect potential panics in Rust?
    you: not recommended
    AI recommended (in order):
    1. Clippy (rust-lang/rust-clippy)
    2. MIRI (rust-lang/miri)
    3. Rust-Analyzer (rust-lang/rust-analyzer)
    4. KLEE (klee/klee)
    5. ThreadSanitizer (TSan) (llvm/llvm-project)

    AI recommended 5 alternatives but never named BurtonQin/lockbud. 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 BurtonQin/lockbud?
    pass
    AI did not name BurtonQin/lockbud — 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 BurtonQin/lockbud in production, what risks or prerequisites should they evaluate first?
    pass
    AI named BurtonQin/lockbud 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 BurtonQin/lockbud solve, and who is the primary audience?
    pass
    AI named BurtonQin/lockbud explicitly

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

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BurtonQin/lockbud — 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