RRepoGEO

REPOGEO REPORT · LITE

PLSysSec/haybale

Default branch main · commit 67d91f03 · scanned 6/9/2026, 12:42:48 AM

GitHub: 603 stars · 30 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 PLSysSec/haybale, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    symbolic-execution, llvm-ir, rust, program-analysis, security-auditing, vulnerability-detection, formal-verification
  • highreadme#2
    Enhance README opening for clearer use cases and keywords

    Why:

    CURRENT
    # `haybale`: Symbolic execution of LLVM IR, written in Rust

`haybale` is a general-purpose symbolic execution engine written in Rust. It operates on LLVM IR, which allows it to analyze programs written in C/C++, Rust, Swift, or any other language which compiles to LLVM IR.
    COPY-PASTE FIX
    # `haybale`: Symbolic execution of LLVM IR, written in Rust

`haybale` is a general-purpose symbolic execution engine written in Rust, designed for rigorous program analysis, formal verification, and vulnerability detection. It operates on LLVM IR, allowing it to analyze programs written in C/C++, Rust, Swift, or any other language which compiles to LLVM IR.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://docs.rs/haybale

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 PLSysSec/haybale
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
KLEE
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. KLEE · recommended 2×
  2. SymCC · recommended 1×
  3. S2E · recommended 1×
  4. FuzzBALL · recommended 1×
  5. CBMC · recommended 1×
  • CATEGORY QUERY
    How to formally verify C++ program behavior using symbolic execution?
    you: not recommended
    AI recommended (in order):
    1. KLEE
    2. SymCC
    3. S2E
    4. FuzzBALL
    5. CBMC
    6. Angr

    AI recommended 6 alternatives but never named PLSysSec/haybale. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Rust-based tool for analyzing LLVM IR code paths and potential vulnerabilities?
    you: not recommended
    AI recommended (in order):
    1. RVest
    2. KLEE
    3. Miri
    4. LLVM's own Pass Infrastructure
    5. Soufflé

    AI recommended 5 alternatives but never named PLSysSec/haybale. 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 PLSysSec/haybale?
    pass
    AI named PLSysSec/haybale explicitly

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

  • If a team adopts PLSysSec/haybale in production, what risks or prerequisites should they evaluate first?
    pass
    AI named PLSysSec/haybale 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 PLSysSec/haybale solve, and who is the primary audience?
    pass
    AI named PLSysSec/haybale 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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MARKDOWN (README)
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PLSysSec/haybale — 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