RRepoGEO

REPOGEO REPORT · LITE

obie/claude-on-rails

Default branch main · commit e47bece5 · scanned 6/4/2026, 9:12:02 AM

GitHub: 806 stars · 47 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 obie/claude-on-rails, 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 the repository

    Why:

    COPY-PASTE FIX
    ruby-on-rails, ai-agents, development-workflow, code-generation, claude-ai, full-stack-development, automation, framework
  • mediumcomparison#2
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Unlike generic AI assistants (e.g., GitHub Copilot, ChatGPT) or general-purpose AI models (e.g., Claude, Gemini), ClaudeOnRails is a specialized framework deeply integrated with Ruby on Rails. It orchestrates a team of AI agents to automate the entire Rails development workflow, from models and controllers to views and tests, rather than providing isolated code suggestions or general chat capabilities. Tools like RuboCop or DeepSource focus on code quality analysis, whereas ClaudeOnRails actively generates and manages your application's codebase.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/obie/claude-on-rails

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 obie/claude-on-rails
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. DeepSource · recommended 2×
  3. GitHub Copilot / GitHub Copilot X · recommended 1×
  4. Claude · recommended 1×
  5. Gemini · recommended 1×
  • CATEGORY QUERY
    How can I use AI agents to automate Ruby on Rails application development?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot / GitHub Copilot X
    2. ChatGPT
    3. Claude
    4. Gemini
    5. OpenAI API
    6. LangChain
    7. Rails generators
    8. DeepSource
    9. RuboCop

    AI recommended 9 alternatives but never named obie/claude-on-rails. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for orchestrating a full Rails development workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. ChatGPT
    3. RuboCop (rubocop/rubocop)
    4. DeepSource
    5. Snyk Code
    6. Tabnine

    AI recommended 6 alternatives but never named obie/claude-on-rails. 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 obie/claude-on-rails?
    pass
    AI named obie/claude-on-rails explicitly

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

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

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

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