RRepoGEO

REPOGEO REPORT · LITE

TencentCloudADP/youtu-agent

Default branch main · commit c2caa539 · scanned 5/23/2026, 7:41:49 AM

GitHub: 4,560 stars · 470 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 TencentCloudADP/youtu-agent, 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
    Add a clear disclaimer to the README's opening about the project's scope

    Why:

    CURRENT
    `Youtu-Agent` is a flexible, high-performance framework for building, running, and evaluating autonomous agents. Beyond topping the benchmarks, this framework delivers powerful agent capabilities, e.g. data analysis, file processing, and deep research, all with open-source models. Additionally, the framework supports experience-based learning and end-to-end RL training to enhance agent capabilities.
    COPY-PASTE FIX
    `Youtu-Agent` is a flexible, high-performance framework for building, running, and evaluating autonomous agents, designed to work with open-source models. **Important Note: This project is a general-purpose AI agent framework and is not directly related to Tencent Cloud's Youtu AI services (e.g., face recognition or image processing).** Beyond topping the benchmarks, this framework delivers powerful agent capabilities, e.g. data analysis, file processing, and deep research. Additionally, the framework supports experience-based learning and end-to-end RL training to enhance agent capabilities.
  • mediumtopics#2
    Expand topics to include more specific AI agent framework keywords

    Why:

    CURRENT
    agent-framework, agents, openai-agents, python
    COPY-PASTE FIX
    agent-framework, agents, openai-agents, python, ai-agents, autonomous-agents, multi-agent-systems, large-language-models, llm-agents, data-analysis, deep-research
  • lowreadme#3
    Clarify the project's license(s) in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [describe the actual license(s) found in the LICENSE file, e.g., 'a custom license combining Apache 2.0 and MIT terms']. Please refer to the [LICENSE](LICENSE) file for full details.

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-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. Haystack · recommended 2×
  4. AutoGPT · recommended 1×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    Seeking a high-performance Python framework for building scalable autonomous AI agents.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGPT
    5. OpenAI Assistants API

    AI recommended 5 alternatives but never named TencentCloudADP/youtu-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Python frameworks facilitate building AI agents for complex data analysis and deep research?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGen
    5. DSPy
    6. CrewAI

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

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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-agent?
    pass
    AI did not name TencentCloudADP/youtu-agent — 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-agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TencentCloudADP/youtu-agent 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-agent solve, and who is the primary audience?
    pass
    AI named TencentCloudADP/youtu-agent 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 TencentCloudADP/youtu-agent. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/TencentCloudADP/youtu-agent.svg)](https://repogeo.com/en/r/TencentCloudADP/youtu-agent)
HTML
<a href="https://repogeo.com/en/r/TencentCloudADP/youtu-agent"><img src="https://repogeo.com/badge/TencentCloudADP/youtu-agent.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

TencentCloudADP/youtu-agent — 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