RRepoGEO

REPOGEO REPORT · LITE

netease-youdao/LobsterAI

Default branch main · commit 8ac7019c · scanned 6/29/2026, 5:17:05 AM

GitHub: 5,384 stars · 832 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
40 /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
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
  • highreadme#1
    Clarify core purpose and category in README's opening sentence

    Why:

    CURRENT
    A 24/7 all-scenario office assistant Agent that gets real work done — built by NetEase Youdao
    COPY-PASTE FIX
    LobsterAI is an open-source, desktop-grade AI agent designed to automate real office work across all scenarios, from data analysis to document generation, directly on your computer.
  • mediumtopics#2
    Add more specific topics for desktop office automation

    Why:

    CURRENT
    agent, ai-agent, ai-assistant, automation, autonomous-agents, chatbot, copilot, cross-platform, desktop-app, electron, llm, mcp, office-automation, openclaw, productivity, react, tyepscript
    COPY-PASTE FIX
    agent, ai-agent, ai-assistant, automation, autonomous-agents, chatbot, copilot, cross-platform, desktop-app, electron, llm, mcp, office-automation, openclaw, productivity, react, tyepscript, desktop-automation, workflow-automation, office-assistant, desktop-assistant, productivity-tool
  • lowreadme#3
    Emphasize desktop-grade capabilities and tool execution in README

    Why:

    CURRENT
    Unlike chat-only assistants, LobsterAI is desktop-grade. Through its Cowork mode it connects to your files, terminal, browser, and local projects — executing tools and running commands directly in your real wor
    COPY-PASTE FIX
    LobsterAI is uniquely desktop-grade, going beyond chat-only assistants. Its "Cowork mode" directly integrates with your local files, terminal, browser, and applications, enabling it to execute tools and commands in your real working environment to get tasks done.

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. AgentGPT · recommended 1×
  3. LangChain Agents · recommended 1×
  4. TaskWeaver · recommended 1×
  5. Open Interpreter · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI agent to automate office tasks and integrate with desktop applications.
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. AgentGPT
    3. LangChain Agents
    4. TaskWeaver
    5. Open Interpreter
    6. CrewAI

    AI recommended 6 alternatives but never named netease-youdao/LobsterAI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best cross-platform desktop AI assistants for data analysis and document generation?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Desktop App
    2. Microsoft Copilot
    3. Google Gemini
    4. Raycast AI
    5. Perplexity AI
    6. Obsidian

    AI recommended 6 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
    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 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?

Embed your GEO score

Drop this badge into the README of netease-youdao/LobsterAI. 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/netease-youdao/LobsterAI.svg)](https://repogeo.com/en/r/netease-youdao/LobsterAI)
HTML
<a href="https://repogeo.com/en/r/netease-youdao/LobsterAI"><img src="https://repogeo.com/badge/netease-youdao/LobsterAI.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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