RRepoGEO

REPOGEO REPORT · LITE

jarrodwatts/claude-delegator

Default branch main · commit 6c3535b6 · scanned 6/13/2026, 11:52:20 PM

GitHub: 974 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 jarrodwatts/claude-delegator, 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
    Strengthen README opening to clarify plugin role for Claude Code

    Why:

    CURRENT
    # Claude Delegator
    
    GPT expert subagents for Claude Code. Five specialists that can analyze AND implement—architecture, security, code review, and more.
    COPY-PASTE FIX
    # Claude Delegator: GPT & Gemini Expert Subagents for Claude Code
    
    Claude Delegator is a powerful plugin that integrates specialized GPT and Gemini expert subagents directly into your Claude Code environment. It provides five distinct specialists for tasks like architecture, security, and code review, capable of both analysis and implementation.
  • mediumtopics#2
    Expand topics to include specific coding assistant and expert system terms

    Why:

    CURRENT
    ai-agents, claude, claude-code, codex, gpt, mcp, plugin
    COPY-PASTE FIX
    ai-agents, claude, claude-code, codex, gpt, mcp, plugin, coding-assistant-plugin, expert-system, code-review-tool, architecture-tool, ai-developer-tools
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a URL to a dedicated project page, documentation, or a relevant blog post that provides more context about Claude Delegator.

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 jarrodwatts/claude-delegator
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. LlamaIndex · recommended 1×
  3. OpenAI Assistants API · recommended 1×
  4. Microsoft Semantic Kernel · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    How to integrate external specialized AI agents into my existing coding assistant?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Assistants API
    4. Microsoft Semantic Kernel
    5. Haystack
    6. FastAPI
    7. Express.js

    AI recommended 7 alternatives but never named jarrodwatts/claude-delegator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI plugin to get expert code review and architecture advice within my coding environment.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Codeium
    3. Tabnine Chat
    4. Cursor
    5. Continue (continue-ui/continue)
    6. CodiumAI

    AI recommended 6 alternatives but never named jarrodwatts/claude-delegator. 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 jarrodwatts/claude-delegator?
    pass
    AI named jarrodwatts/claude-delegator explicitly

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

  • If a team adopts jarrodwatts/claude-delegator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jarrodwatts/claude-delegator 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 jarrodwatts/claude-delegator solve, and who is the primary audience?
    pass
    AI named jarrodwatts/claude-delegator 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 jarrodwatts/claude-delegator. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite