RRepoGEO

REPOGEO REPORT · LITE

lencx/Noi

Default branch main · commit 48f641ea · scanned 6/19/2026, 6:41:56 AM

GitHub: 8,936 stars · 705 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 lencx/Noi, 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
  • highabout#1
    Clarify the repository description to emphasize AI chat management

    Why:

    CURRENT
    🚀 Less chaos. More flow.
    COPY-PASTE FIX
    A desktop client for managing multiple AI chat sessions, prompts, and isolated workspaces across various AI models.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#3
    Reposition the README's opening to clearly state Noi's primary function

    Why:

    CURRENT
    <p align="center">
      
      <p align="center">🚀 Less chaos. More flow.</p>
    </h2>
    
    > [!TIP]
    > **Noi**: *`/nɔɪ/`*  (sounds like "noy")
    
    [](https://github.com/lencx/Noi/releases) [](https://discord.gg/kq2HXcpJSQ)
    
    <a href="https://www.buymeacoffee.com/lencx" target="_blank"></a>
    
    ### Features
    
    Interaction-first workflow refresh** for a tighter, more focused browsing loop
    Multi-window management** to run parallel workspaces side by side
    Session isolation** to keep contexts clean, separated, and predictable
    Local-first data**: history, prompts, and settings stay on-device
    Prompt management for AI chats**: organize, reuse, and iterate on workflows
    Built-in terminal** for fast local commands, scripts, and tooling
    `noi` CLI command**: control Noi from tools like Claude Code, Codex, and Gemini CLI (more commands coming)
    Multiple themes & visual styles** to fit different setups and vibes
    * ...
    COPY-PASTE FIX
    Noi is a powerful desktop application designed to streamline your AI interactions. It provides a unified, private, and cross-platform client for managing multiple AI chat sessions, organizing prompts, and interacting with various AI models, including local ones, all within isolated workspaces.

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 lencx/Noi
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT Plus
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT Plus · recommended 1×
  2. Superpowered · recommended 1×
  3. HeadsUp AI · recommended 1×
  4. Raycast · recommended 1×
  5. Notion AI · recommended 1×
  • CATEGORY QUERY
    How to manage multiple AI chat sessions and prompts efficiently on desktop?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus
    2. Superpowered
    3. HeadsUp AI
    4. Raycast
    5. Notion AI
    6. Obsidian
    7. openai
    8. anthropic

    AI recommended 8 alternatives but never named lencx/Noi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop application to streamline AI tool interactions with isolated workspaces?
    you: not recommended
    AI recommended (in order):
    1. Anaconda Navigator
    2. VS Code
    3. Dev Containers
    4. Python Environments extension
    5. JupyterLab
    6. PyCharm Professional
    7. Docker Desktop
    8. OrbStack

    AI recommended 8 alternatives but never named lencx/Noi. 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 lencx/Noi?
    pass
    AI named lencx/Noi explicitly

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

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

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

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lencx/Noi — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite