RRepoGEO

REPOGEO REPORT · LITE

mgaudet/CompilerJobs

Default branch master · commit 744e4dba · scanned 6/8/2026, 10:23:27 AM

GitHub: 771 stars · 76 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 mgaudet/CompilerJobs, 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 the repository

    Why:

    COPY-PASTE FIX
    jobs, compiler-engineering, programming-languages, runtime-development, static-analysis, career-resources, job-board, hiring
  • highreadme#2
    Clarify the README's opening sentence to emphasize it's a curated list

    Why:

    CURRENT
    A listing of compiler, language and runtime teams for people looking for jobs in this area. My motivation for curating this is in this blog post.
    COPY-PASTE FIX
    This repository is a curated, community-driven listing of compiler, language, and runtime teams for job seekers in this specialized area. My motivation for curating this is in this blog post.
  • highlicense#3
    Create a LICENSE file in the repository root

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) and adding its SPDX identifier to the repository settings.

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 mgaudet/CompilerJobs
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LinkedIn Jobs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LinkedIn Jobs · recommended 1×
  2. Hacker News Who is Hiring? · recommended 1×
  3. Indeed · recommended 1×
  4. Glassdoor · recommended 1×
  5. ZipRecruiter · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of companies hiring for compiler engineering roles?
    you: not recommended
    AI recommended (in order):
    1. LinkedIn Jobs
    2. Hacker News Who is Hiring?
    3. Indeed
    4. Glassdoor
    5. ZipRecruiter
    6. LLVM Discourse Forums
    7. Compilers Mailing List (comp.compilers)
    8. Rust Programming Language Community

    AI recommended 8 alternatives but never named mgaudet/CompilerJobs. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What companies specialize in language design, runtime development, or static analysis tools?
    you: not recommended
    AI recommended (in order):
    1. CodeSonar
    2. Coverity
    3. Kotlin (JetBrains/kotlin)
    4. OpenJDK (openjdk/jdk)
    5. GraalVM (oracle/graal)
    6. Go (golang/go)
    7. Dart (dart-lang/sdk)
    8. V8 (v8/v8)
    9. C# (dotnet/csharplang)
    10. TypeScript (microsoft/TypeScript)
    11. Visual Studio
    12. SonarQube (SonarSource/sonarqube)
    13. SonarCloud
    14. SonarLint (SonarSource/sonarlint-vscode)

    AI recommended 14 alternatives but never named mgaudet/CompilerJobs. 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 mgaudet/CompilerJobs?
    pass
    AI named mgaudet/CompilerJobs explicitly

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

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

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

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mgaudet/CompilerJobs — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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