RRepoGEO

REPOGEO REPORT · LITE

aattaran/deepclaude

Default branch main · commit 70518b6c · scanned 6/17/2026, 11:13:10 PM

GitHub: 2,136 stars · 140 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 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 first sentence to clarify its role as a proxy for agents

    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
    **deepclaude** is a cost-saving proxy for autonomous AI coding agents, allowing you to run Claude Code's agent loop with **DeepSeek V4 Pro**, **OpenRouter**, or any Anthropic-compatible backend for the same UX at 17x cheaper.
  • mediumhomepage#2
    Add the repository URL as the homepage

    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
OpenAI GPT-3.5 Turbo
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPT-3.5 Turbo · recommended 1×
  2. Anthropic Claude 3 Haiku · recommended 1×
  3. Google Gemini 1.5 Pro · recommended 1×
  4. CodeLlama · recommended 1×
  5. DeepSeek Coder · recommended 1×
  • CATEGORY QUERY
    How can I reduce costs for my autonomous AI coding agent workflows?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-3.5 Turbo
    2. Anthropic Claude 3 Haiku
    3. Google Gemini 1.5 Pro
    4. CodeLlama
    5. DeepSeek Coder
    6. StarCoder2
    7. Hugging Face Inference Endpoints
    8. AWS SageMaker
    9. TheBloke/CodeLlama-7B-Instruct-v1.0-GGUF
    10. Ollama (ollama/ollama)
    11. LM Studio
    12. LiteLLM (BerriAI/litellm)
    13. LangChain (langchain-ai/langchain)
    14. AutoGen (microsoft/autogen)

    AI recommended 14 alternatives but never named aattaran/deepclaude. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to integrate cheaper large language models into existing coding agent setups.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. LangChain
    3. LlamaIndex
    4. OpenAI's API
    5. Hugging Face Transformers
    6. Ollama

    AI recommended 6 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?

Embed your GEO score

Drop this badge into the README of aattaran/deepclaude. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/aattaran/deepclaude.svg)](https://repogeo.com/en/r/aattaran/deepclaude)
HTML
<a href="https://repogeo.com/en/r/aattaran/deepclaude"><img src="https://repogeo.com/badge/aattaran/deepclaude.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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