RRepoGEO

REPOGEO REPORT · LITE

robzilla1738/supergoal

Default branch main · commit a8761ed5 · scanned 6/17/2026, 4:07:38 AM

GitHub: 518 stars · 37 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 robzilla1738/supergoal, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agent, software-development, autonomous-coding, code-generation, llm-agent, claude-code, codex
  • mediumreadme#2
    Clarify the software development focus in the README's opening

    Why:

    CURRENT
    Plan deeply, then autonomously build until it's done.
    COPY-PASTE FIX
    Plan deeply, then autonomously build **software** until it's done.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/robzilla1738/supergoal

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 robzilla1738/supergoal
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. GitHub Copilot X · recommended 2×
  3. Devin by Cognition AI · recommended 1×
  4. GPT-4 · recommended 1×
  5. AutoGPT · recommended 1×
  • CATEGORY QUERY
    What AI tools can plan and execute complex software development tasks end-to-end?
    you: not recommended
    AI recommended (in order):
    1. Devin by Cognition AI
    2. GPT-4
    3. AutoGPT
    4. BabyAGI
    5. OpenAI API
    6. Cursor
    7. GitHub Copilot X
    8. Copilot Chat
    9. Copilot Workspace
    10. Replit AI
    11. Code Interpreter (Advanced Data Analysis) in ChatGPT Plus

    AI recommended 11 alternatives but never named robzilla1738/supergoal. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI assistant for software development with adaptive planning and self-healing recovery.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot X
    2. Cursor
    3. Tabnine
    4. CodiumAI
    5. AWS CodeWhisperer
    6. Google Cloud Code

    AI recommended 6 alternatives but never named robzilla1738/supergoal. 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 robzilla1738/supergoal?
    pass
    AI named robzilla1738/supergoal explicitly

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

  • If a team adopts robzilla1738/supergoal in production, what risks or prerequisites should they evaluate first?
    pass
    AI named robzilla1738/supergoal 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 robzilla1738/supergoal solve, and who is the primary audience?
    pass
    AI named robzilla1738/supergoal explicitly

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

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MARKDOWN (README)
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Pro

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robzilla1738/supergoal — 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