RRepoGEO

REPOGEO REPORT · LITE

vierisid/jarvis

Default branch main · commit 84f24d57 · scanned 6/15/2026, 2:56:55 AM

GitHub: 519 stars · 129 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 vierisid/jarvis, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise description to the About section

    Why:

    COPY-PASTE FIX
    An always-on autonomous AI daemon with desktop awareness, multi-agent hierarchy, visual workflows, and goal pursuit.
  • mediumreadme#2
    Add a section to the README clarifying the license

    Why:

    COPY-PASTE FIX
    ## License

JARVIS is released under a custom license. Please refer to the [LICENSE](LICENSE) file for full details.

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 vierisid/jarvis
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 2×
  2. BabyAGI · recommended 2×
  3. AgentGPT · recommended 1×
  4. SuperAGI · recommended 1×
  5. Microsoft Power Automate Desktop · recommended 1×
  • CATEGORY QUERY
    Looking for an autonomous AI agent that can monitor my desktop and perform actions.
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. AgentGPT
    3. SuperAGI
    4. BabyAGI
    5. Microsoft Power Automate Desktop
    6. UIPath Studio
    7. Taskade AI Agents

    AI recommended 7 alternatives but never named vierisid/jarvis. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build an AI system with multiple agents for persistent, goal-oriented automation?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. CrewAI
    4. Haystack
    5. Microsoft AutoGen
    6. LlamaIndex
    7. BabyAGI

    AI recommended 7 alternatives but never named vierisid/jarvis. 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 vierisid/jarvis?
    pass
    AI named vierisid/jarvis explicitly

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

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

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

Embed your GEO score

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MARKDOWN (README)
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vierisid/jarvis — 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