RRepoGEO

REPOGEO REPORT · LITE

lencx/Noi

Default branch main · commit 48f641ea · scanned 5/9/2026, 11:26:59 AM

GitHub: 8,901 stars · 702 forks

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
  • highreadme#1
    Reposition the README's opening statement to clearly define Noi

    Why:

    CURRENT
    🚀 Less chaos. More flow.
    COPY-PASTE FIX
    Noi is a dedicated desktop client for managing multiple AI chat sessions, prompts, and integrated browsing, designed for focused work across various large language models.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, containing the text of a standard open-source license such as MIT.
  • mediumabout#3
    Update the repository's About description

    Why:

    CURRENT
    🚀 Less chaos. More flow.
    COPY-PASTE FIX
    A dedicated desktop client for managing multiple AI chat sessions, prompts, and integrated browsing, designed for focused work across various large language models.

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
Raycast
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Raycast · recommended 2×
  2. TypingMind Desktop · recommended 1×
  3. MacGPT · recommended 1×
  4. Windows Copilot · recommended 1×
  5. ChatGPT Desktop App · recommended 1×
  • CATEGORY QUERY
    How can I better manage multiple AI chat sessions and prompts in a dedicated desktop app?
    you: not recommended
    AI recommended (in order):
    1. TypingMind Desktop
    2. Raycast
    3. MacGPT
    4. Windows Copilot
    5. ChatGPT Desktop App
    6. Notion AI
    7. Obsidian
    8. Text Generator
    9. Smart Connections
    10. Electron

    AI recommended 10 alternatives but never named lencx/Noi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What desktop tools help integrate AI chat, browsing, and local commands for focused work?
    you: not recommended
    AI recommended (in order):
    1. Raycast
    2. Alfred
    3. Superhuman
    4. Ueli
    5. Quicksilver
    6. Microsoft PowerToys

    AI recommended 6 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite