RRepoGEO

REPOGEO REPORT · LITE

aattaran/deepclaude

Default branch main · commit 70518b6c · scanned 5/8/2026, 3:57:42 AM

GitHub: 1,602 stars · 89 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 aattaran/deepclaude, 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
  • highreadme#1
    Reposition the README's opening statement to clarify the tool's nature

    Why:

    CURRENT
    Use Claude Code's autonomous agent loop with **DeepSeek V4 Pro**, **OpenRouter**, or any Anthropic-compatible backend. Same UX, 17x cheaper.
    COPY-PASTE FIX
    A drop-in replacement script for the **Claude Code CLI** that swaps its expensive Anthropic backend for **DeepSeek V4 Pro**, **OpenRouter**, or any Anthropic-compatible LLM, offering the same autonomous agent UX at 17x cheaper cost.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/aattaran/deepclaude

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 aattaran/deepclaude
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Llama 3
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Llama 3 · recommended 1×
  2. Mixtral 8x7B · recommended 1×
  3. Code Llama · recommended 1×
  4. OpenAI GPT-4o · recommended 1×
  5. Anthropic Claude 3 Haiku · recommended 1×
  • CATEGORY QUERY
    How to reduce costs for autonomous AI coding agent usage?
    you: not recommended
    AI recommended (in order):
    1. Llama 3
    2. Mixtral 8x7B
    3. Code Llama
    4. OpenAI GPT-4o
    5. Anthropic Claude 3 Haiku
    6. Google Gemini 1.5 Flash
    7. Mistral 7B
    8. Llama 2 7B
    9. AutoGen
    10. CrewAI

    AI recommended 10 alternatives but never named aattaran/deepclaude. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a way to use cheaper LLMs with existing AI coding agent tools.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. Ollama
    4. Together AI
    5. Anyscale Endpoints
    6. Azure OpenAI Service
    7. Google Cloud Vertex AI

    AI recommended 7 alternatives but never named aattaran/deepclaude. 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 aattaran/deepclaude?
    pass
    AI named aattaran/deepclaude explicitly

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

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

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

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aattaran/deepclaude — 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