RRepoGEO

REPOGEO REPORT · LITE

Shogun89/fancy_job

Default branch main · commit e91cb9ba · scanned 5/31/2026, 10:57:34 AM

GitHub: 606 stars · 248 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 Shogun89/fancy_job, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Update the repository description to reflect its actual function

    Why:

    CURRENT
    Have you ever wanted a fancy job? This repo gets you a fancy job! /s
    COPY-PASTE FIX
    A Python script for automating daily Git commits, incrementing a number in a file, and managing cron jobs to maintain contribution streaks.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root.

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 Shogun89/fancy_job
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
gitpython-developers/GitPython
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. gitpython-developers/GitPython · recommended 2×
  2. GitHub Actions · recommended 1×
  3. Cron · recommended 1×
  4. Task Scheduler · recommended 1×
  5. Heroku Scheduler · recommended 1×
  • CATEGORY QUERY
    How can I automate daily Git commits to maintain a consistent contribution streak?
    you: not recommended
    AI recommended (in order):
    1. GitHub Actions
    2. Cron
    3. Task Scheduler
    4. Heroku Scheduler
    5. Google Cloud Functions
    6. AWS Lambda
    7. GitPython (gitpython-developers/GitPython)
    8. Zapier
    9. IFTTT

    AI recommended 9 alternatives but never named Shogun89/fancy_job. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a Python script to automatically increment a value in a file and commit daily.
    you: not recommended
    AI recommended (in order):
    1. GitPython (gitpython-developers/GitPython)
    2. dulwich (jelmer/dulwich)
    3. subprocess module
    4. schedule (dbader/schedule)
    5. APScheduler (agronholm/apscheduler)

    AI recommended 5 alternatives but never named Shogun89/fancy_job. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 Shogun89/fancy_job?
    pass
    AI named Shogun89/fancy_job explicitly

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

  • If a team adopts Shogun89/fancy_job in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Shogun89/fancy_job 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 Shogun89/fancy_job solve, and who is the primary audience?
    pass
    AI named Shogun89/fancy_job explicitly

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

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Shogun89/fancy_job — 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