RRepoGEO

REPOGEO REPORT · LITE

netease-youdao/LobsterAI

Default branch main · commit d3e9c942 · scanned 5/17/2026, 11:46:54 PM

GitHub: 5,175 stars · 794 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
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 netease-youdao/LobsterAI, 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 descriptive topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agent, personal-assistant, automation, productivity, llm-agents, workflow-automation, task-automation, multi-platform
  • highreadme#2
    Strengthen the README's opening sentence to clarify its user-facing nature

    Why:

    CURRENT
    LobsterAI** is an all-in-one personal assistant Agent developed by NetEase Youdao. It works around the clock to handle your everyday tasks — data analysis, making presentations, generating videos, writing documents, searching the web, sending emails, scheduling tasks, and more.
    COPY-PASTE FIX
    LobsterAI is your 24/7 all-scenario AI agent that gets work done for you. Developed by NetEase Youdao, this all-in-one personal assistant handles everyday tasks like data analysis, presentations, video generation, document writing, web search, email, and scheduling.
  • mediumcomparison#3
    Add a 'Compared to X' section in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., 'Why LobsterAI? (Compared to other AI Agents)' or 'Key Differentiators', explaining how LobsterAI stands out from tools like AutoGPT, BabyAGI, SuperAGI, and CrewAI, especially highlighting 'Cowork mode' and multi-platform integration.

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 netease-youdao/LobsterAI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 1×
  2. BabyAGI · recommended 1×
  3. SuperAGI · recommended 1×
  4. CrewAI · recommended 1×
  5. LangChain Agents · recommended 1×
  • CATEGORY QUERY
    Looking for an AI agent to automate diverse daily tasks and execute commands locally.
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. BabyAGI
    3. SuperAGI
    4. CrewAI
    5. LangChain Agents
    6. Open Interpreter
    7. Smol-Developer

    AI recommended 7 alternatives but never named netease-youdao/LobsterAI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which AI assistant can manage multiple work tasks and integrate with chat platforms?
    you: not recommended
    AI recommended (in order):
    1. Zapier Interfaces
    2. Zapier Chatbots
    3. Custom GPTs
    4. Microsoft Copilot for Microsoft 365
    5. Slack AI
    6. Microsoft Bot Framework
    7. Google Dialogflow
    8. Rasa (RasaHQ/rasa)
    9. Intercom

    AI recommended 9 alternatives but never named netease-youdao/LobsterAI. 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 netease-youdao/LobsterAI?
    pass
    AI named netease-youdao/LobsterAI explicitly

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

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

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

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netease-youdao/LobsterAI — 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