RRepoGEO

REPOGEO REPORT · LITE

ErlichLiu/DeepClaude

Default branch main · commit b6e40164 · scanned 5/14/2026, 1:13:06 PM

GitHub: 2,882 stars · 504 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 ErlichLiu/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

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify core function as multi-model API gateway in README opening

    Why:

    CURRENT
    The README starts with `<h1>DeepClaude 🐬🧠 - OpenAI Compatible（deepclaude & deepgemini）</h1>` followed by an inspiration link and then a large Chinese text block.
    COPY-PASTE FIX
    Add this paragraph immediately after the H1 in the README:

DeepClaude provides an OpenAI-compatible API gateway that intelligently combines powerful models like DeepSeek, Claude Sonnet, and Gemini Pro to deliver unparalleled performance for code generation and superior quality for content creation. It offers both streaming and non-streaming support, simplifying access to next-level AI capabilities.
  • mediumtopics#2
    Expand topics to include functional keywords

    Why:

    CURRENT
    ai, claude-3-7-sonnet, deepseek, gemini
    COPY-PASTE FIX
    ai, claude, deepseek, gemini, openai-compatible, api-gateway, llm-orchestration, multi-model-ai, code-generation, content-creation
  • lowreadme#3
    Add a 'Why DeepClaude?' section to differentiate from alternatives

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why DeepClaude?' (in English) to the README. This section should explain that DeepClaude is not just a wrapper for individual APIs, but an intelligent proxy that optimizes performance and quality by orchestrating multiple models for specific tasks, offering a unified and simplified OpenAI-compatible interface.

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 ErlichLiu/DeepClaude
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Claude
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Claude · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. Haystack · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How can I access powerful AI models like Claude or Gemini using an OpenAI-compatible API?
    you: not recommended
    AI recommended (in order):
    1. Claude

    AI recommended 1 alternative but never named ErlichLiu/DeepClaude. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best frameworks for combining different generative AI models for code and text?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. OpenAI API
    5. Hugging Face Transformers
    6. Microsoft Semantic Kernel

    AI recommended 6 alternatives but never named ErlichLiu/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
    pass

  • 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 ErlichLiu/DeepClaude?
    pass
    AI named ErlichLiu/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 ErlichLiu/DeepClaude in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ErlichLiu/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 ErlichLiu/DeepClaude solve, and who is the primary audience?
    pass
    AI named ErlichLiu/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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ErlichLiu/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
ErlichLiu/DeepClaude — RepoGEO report