RRepoGEO

REPOGEO REPORT · LITE

qwersyk/Newelle

Default branch master · commit ab1714ab · scanned 6/19/2026, 8:36:44 AM

GitHub: 1,379 stars · 115 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 qwersyk/Newelle, 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 Newelle's core identity in the README's opening paragraph

    Why:

    COPY-PASTE FIX
    Newelle is an open-source, privacy-focused virtual assistant designed specifically for Linux desktop environments, offering seamless integration with GTK and GNOME.
  • mediumtopics#2
    Add more specific topics for virtual assistants

    Why:

    CURRENT
    adwaita, ai, app, gnome, gtk, gtk4, linux
    COPY-PASTE FIX
    adwaita, ai, app, gnome, gtk, gtk4, linux, virtual-assistant, desktop-assistant, voice-assistant, personal-assistant
  • mediumreadme#3
    Add a dedicated 'What is Newelle?' section to the README

    Why:

    COPY-PASTE FIX
    ## What is Newelle?

Newelle is your ultimate virtual assistant, built from the ground up for Linux desktop users. It integrates deeply with GTK and GNOME environments to provide a seamless, intelligent, and privacy-respecting personal assistant experience. From managing your schedule to answering questions and automating tasks, Newelle aims to be an indispensable part of your daily workflow.

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 qwersyk/Newelle
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MycroftAI/mycroft-core
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. MycroftAI/mycroft-core · recommended 1×
  2. sukeesh/Jarvis · recommended 1×
  3. rhasspy/rhasspy · recommended 1×
  4. kalliope-project/kalliope · recommended 1×
  5. jasperproject/jasper-client · recommended 1×
  • CATEGORY QUERY
    What's a good open-source virtual assistant for my Linux desktop environment?
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI (MycroftAI/mycroft-core)
    2. Jarvis (by Sukeesh) (sukeesh/Jarvis)
    3. Rhasspy (rhasspy/rhasspy)
    4. Kalliope (kalliope-project/kalliope)
    5. Jasper (jasperproject/jasper-client)

    AI recommended 5 alternatives but never named qwersyk/Newelle. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a modern AI assistant with native GTK or Gnome desktop integration.
    you: not recommended
    AI recommended (in order):
    1. GNOME Circle Apps
    2. Blanket
    3. NewsFlash
    4. Podcasts
    5. Notes
    6. Apostrophe
    7. GPT-GNOME
    8. Chatbot UI
    9. WebApp Manager
    10. GNOME Web (Epiphany)
    11. ChatGPT
    12. Google Gemini
    13. Microsoft Copilot
    14. LocalAI
    15. Ollama
    16. KDE Plasma
    17. KRunner

    AI recommended 17 alternatives but never named qwersyk/Newelle. 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 qwersyk/Newelle?
    pass
    AI named qwersyk/Newelle explicitly

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

  • If a team adopts qwersyk/Newelle in production, what risks or prerequisites should they evaluate first?
    pass
    AI named qwersyk/Newelle 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 qwersyk/Newelle solve, and who is the primary audience?
    pass
    AI named qwersyk/Newelle 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 qwersyk/Newelle. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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qwersyk/Newelle — 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