RRepoGEO

REPOGEO REPORT · LITE

Pickle-Pixel/ApplyPilot

Default branch main · commit 4a8d521f · scanned 5/27/2026, 12:41:59 PM

GitHub: 1,029 stars · 358 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 Pickle-Pixel/ApplyPilot, 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 specific topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agent, job-application, automation, open-source, python, web-scraping, resume-builder, cover-letter-generator, career-tools
  • highreadme#2
    Reposition the README H1 to explicitly state the project's nature

    Why:

    CURRENT
    # ApplyPilot
    COPY-PASTE FIX
    # ApplyPilot: The Open-Source AI Job Application Agent
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/Pickle-Pixel/ApplyPilot

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 Pickle-Pixel/ApplyPilot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Selenium
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Selenium · recommended 2×
  2. Zapier · recommended 2×
  3. Simplify · recommended 1×
  4. LazyApply · recommended 1×
  5. JobScan · recommended 1×
  • CATEGORY QUERY
    How can I automate my job applications across multiple platforms to save time?
    you: not recommended
    AI recommended (in order):
    1. Simplify
    2. LazyApply
    3. JobScan
    4. LinkedIn Easy Apply
    5. Indeed Apply
    6. Python
    7. Selenium
    8. BeautifulSoup
    9. Zapier
    10. IFTTT

    AI recommended 10 alternatives but never named Pickle-Pixel/ApplyPilot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI agent to autonomously apply for jobs, including form navigation and resume customization.
    you: not recommended
    AI recommended (in order):
    1. Astro
    2. Zapier
    3. OpenAI/ChatGPT API
    4. Google Docs/Sheets
    5. Selenium
    6. Playwright
    7. GPT-4
    8. JobScan.co
    9. Rezi.ai

    AI recommended 9 alternatives but never named Pickle-Pixel/ApplyPilot. 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 Pickle-Pixel/ApplyPilot?
    pass
    AI named Pickle-Pixel/ApplyPilot explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of Pickle-Pixel/ApplyPilot. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Pickle-Pixel/ApplyPilot.svg)](https://repogeo.com/en/r/Pickle-Pixel/ApplyPilot)
HTML
<a href="https://repogeo.com/en/r/Pickle-Pixel/ApplyPilot"><img src="https://repogeo.com/badge/Pickle-Pixel/ApplyPilot.svg" alt="RepoGEO" /></a>
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Pickle-Pixel/ApplyPilot — 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