RRepoGEO

REPOGEO REPORT · LITE

marcus/nightshift

Default branch main · commit 68bbf112 · scanned 6/15/2026, 7:51:57 AM

GitHub: 995 stars · 50 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 marcus/nightshift, 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 README H1 and tagline to clarify AI-powered code improvement

    Why:

    CURRENT
    # Nightshift

> It finds what you forgot to look for.
    COPY-PASTE FIX
    # Nightshift: AI-Powered Code Improvement PRs

> Uses your leftover Claude / Codex budget to surprise you with useful PRs for dead code, doc drift, test gaps, security issues, and more.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-powered-prs, code-quality, security-analysis, developer-tools, llm-ops, automated-code-review, github-automation
  • mediumhomepage#3
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://nightshift.haplab.com

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 marcus/nightshift
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Snyk Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Snyk Code · recommended 1×
  2. Dependabot · recommended 1×
  3. Renovate Bot · recommended 1×
  4. DeepSource · recommended 1×
  5. CodeClimate Quality & Security · recommended 1×
  • CATEGORY QUERY
    How can I automatically find and fix common code issues using AI-powered pull requests?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What are good tools for automatically generating code improvements and security fixes via pull requests?
    you: not recommended
    AI recommended (in order):
    1. Snyk Code
    2. Dependabot
    3. Renovate Bot
    4. DeepSource
    5. CodeClimate Quality & Security
    6. SonarQube/SonarCloud
    7. LGTM

    AI recommended 7 alternatives but never named marcus/nightshift. 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 marcus/nightshift?
    pass
    AI named marcus/nightshift explicitly

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

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