RRepoGEO

REPOGEO REPORT · LITE

wassim249/YT-Navigator

Default branch master · commit 61e3ddfb · scanned 6/13/2026, 3:08:07 PM

GitHub: 597 stars · 74 forks

AI VISIBILITY SCORE
28 /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
2 / 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 wassim249/YT-Navigator, 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
    Strengthen README's main heading and opening statement

    Why:

    CURRENT
    # 🔴 YT Navigator
    COPY-PASTE FIX
    Replace `# 🔴 YT Navigator` with `# 🔴 YT Navigator: AI-Powered YouTube Content Explorer & Chatbot`. Ensure the first sentence immediately clarifies its core function, e.g., 'YT Navigator is an AI-powered application designed to help you efficiently search and chat with YouTube channel content.'
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add the URL of the deployed application or a dedicated landing page (e.g., `https://yt-navigator.vercel.app` or `https://github.com/wassim249/YT-Navigator` if no external site exists) to the 'Homepage' field in the repository's 'About' section.
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README titled 'Comparison with Alternatives' or 'Why YT Navigator?' that briefly outlines how it differs from popular tools like Eightify, VidIQ, or YouTube's built-in features, focusing on its AI-powered search, chat, and open-source nature.

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 wassim249/YT-Navigator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Eightify
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Eightify · recommended 2×
  2. VidIQ · recommended 2×
  3. TubeBuddy · recommended 2×
  4. YouTube's Built-in AI (Search within Transcript) · recommended 1×
  5. Glasp · recommended 1×
  • CATEGORY QUERY
    How to quickly find specific information within long YouTube videos using AI?
    you: not recommended
    AI recommended (in order):
    1. Eightify
    2. YouTube's Built-in AI (Search within Transcript)
    3. Glasp
    4. Notta
    5. VidIQ
    6. TubeBuddy

    AI recommended 6 alternatives but never named wassim249/YT-Navigator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools allow chatting with YouTube channel content for research purposes?
    you: not recommended
    AI recommended (in order):
    1. Eightify
    2. NoteGPT
    3. YouTube's AI Summaries
    4. VidIQ
    5. TubeBuddy
    6. ChatGPT
    7. Google Gemini

    AI recommended 7 alternatives but never named wassim249/YT-Navigator. 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 wassim249/YT-Navigator?
    pass
    AI did not name wassim249/YT-Navigator — likely talking about a different project

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

  • If a team adopts wassim249/YT-Navigator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wassim249/YT-Navigator 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 wassim249/YT-Navigator solve, and who is the primary audience?
    pass
    AI named wassim249/YT-Navigator 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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wassim249/YT-Navigator — 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