RRepoGEO

REPOGEO REPORT · LITE

TencentCloudADP/youtu-tip

Default branch master · commit 116e03e3 · scanned 6/14/2026, 9:26:46 AM

GitHub: 591 stars · 66 forks

AI VISIBILITY SCORE
22 /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
1 / 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 TencentCloudADP/youtu-tip, 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
  • highreadme#1
    Strengthen the README's opening statement to clarify project type

    Why:

    CURRENT
    Tip is a proactive on-device AI assistant that intelligently understands your current work.
    COPY-PASTE FIX
    Youtu-Tip is an open-source, on-device AI assistant framework that intelligently understands your current work. It is designed for privacy-preserving local execution and powered by compact, self-developed LLMs like Youtu-LLM and Youtu-VL.
  • mediumlicense#2
    Add a clear statement about the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is released under a custom license. Please refer to the [LICENSE](LICENSE) file in the repository for full details on terms and conditions.

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 TencentCloudADP/youtu-tip
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mycroft AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mycroft AI · recommended 1×
  2. Rhasspy · recommended 1×
  3. Home Assistant · recommended 1×
  4. Open Assistant · recommended 1×
  5. PrivateGPT · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI assistant that runs entirely offline for enhanced privacy.
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI
    2. Rhasspy
    3. Home Assistant
    4. Open Assistant
    5. PrivateGPT
    6. Almond

    AI recommended 6 alternatives but never named TencentCloudADP/youtu-tip. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are compact LLMs with strong agent capabilities for local, on-device execution?
    you: not recommended
    AI recommended (in order):
    1. Llama 3 8B Instruct
    2. Mistral 7B Instruct v0.2/v0.3
    3. Gemma 2B/7B Instruct
    4. Phi-3-mini-4k-instruct
    5. TinyLlama 1.1B Chat
    6. OpenHermes-2.5-Mistral-7B

    AI recommended 6 alternatives but never named TencentCloudADP/youtu-tip. 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 TencentCloudADP/youtu-tip?
    pass
    AI did not name TencentCloudADP/youtu-tip — 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 TencentCloudADP/youtu-tip in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TencentCloudADP/youtu-tip 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 TencentCloudADP/youtu-tip solve, and who is the primary audience?
    pass
    AI did not name TencentCloudADP/youtu-tip — 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?

Embed your GEO score

Drop this badge into the README of TencentCloudADP/youtu-tip. 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)
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<a href="https://repogeo.com/en/r/TencentCloudADP/youtu-tip"><img src="https://repogeo.com/badge/TencentCloudADP/youtu-tip.svg" alt="RepoGEO" /></a>
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TencentCloudADP/youtu-tip — 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