RRepoGEO

REPOGEO REPORT · LITE

subsy/ralph-tui

Default branch main · commit 8191b801 · scanned 5/20/2026, 1:52:15 PM

GitHub: 2,328 stars · 231 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 subsy/ralph-tui, 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 'About' description to clarify purpose

    Why:

    COPY-PASTE FIX
    A terminal UI for orchestrating autonomous AI coding agents to work through task lists, connecting to your task tracker and managing agent loops.
  • mediumreadme#2
    Refine README H1 to explicitly state core function

    Why:

    CURRENT
    # Ralph TUI
    COPY-PASTE FIX
    # Ralph TUI: AI Agent Loop Orchestrator (Terminal UI)

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 subsy/ralph-tui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. AutoGPT · recommended 1×
  3. CrewAI · recommended 1×
  4. OpenDevin · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    How to orchestrate autonomous AI coding agents for software development tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. CrewAI
    4. OpenDevin
    5. Haystack
    6. Microsoft Semantic Kernel
    7. LlamaIndex

    AI recommended 7 alternatives but never named subsy/ralph-tui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to manage AI coding assistant workflows and task lists from the terminal?
    you: not recommended
    AI recommended (in order):
    1. Taskwarrior
    2. Todo.txt CLI
    3. Vim/Neovim
    4. vim-task-wiki
    5. vim-todo-lists
    6. Org Mode
    7. Joplin
    8. OpenAI CLI
    9. Anthropic CLI

    AI recommended 9 alternatives but never named subsy/ralph-tui. 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 subsy/ralph-tui?
    pass
    AI named subsy/ralph-tui explicitly

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

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

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

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subsy/ralph-tui — 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
subsy/ralph-tui — RepoGEO report