RRepoGEO

REPOGEO REPORT · LITE

mirrorange/clove

Default branch main · commit 0bdbbb48 · scanned 6/7/2026, 1:02:08 PM

GitHub: 753 stars · 155 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 mirrorange/clove, 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 for AI proxy and Claude

    Why:

    COPY-PASTE FIX
    claude, claude-ai, reverse-proxy, ai-proxy, api-gateway, llm, large-language-models, python, fastapi
  • highreadme#2
    Strengthen the English README's opening sentence for AI categorization

    Why:

    CURRENT
    Clove is a reverse proxy that allows you to access Claude.ai through a standard Claude API.
    COPY-PASTE FIX
    Clove is an advanced reverse proxy and API gateway designed to provide seamless API access to Claude.ai, enabling integration with various AI applications.
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/mirrorange/clove

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 mirrorange/clove
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Google Cloud Vertex AI · recommended 1×
  3. Anthropic Claude API · recommended 1×
  4. Microsoft Azure OpenAI Service · recommended 1×
  5. Cohere API · recommended 1×
  • CATEGORY QUERY
    How can I get API access to a popular web-based conversational AI for my applications?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud Vertex AI
    3. Anthropic Claude API
    4. Microsoft Azure OpenAI Service
    5. Cohere API
    6. Hugging Face Inference API

    AI recommended 6 alternatives but never named mirrorange/clove. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for integrating a web-only AI assistant with existing API-driven platforms?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. Make
    3. AWS Lambda
    4. Google Cloud Functions
    5. Azure Functions
    6. Apigee
    7. Azure API Management
    8. AWS API Gateway
    9. n8n (n8n-io/n8n)
    10. Express (expressjs/express)
    11. Flask (pallets/flask)
    12. Django (django/django)

    AI recommended 12 alternatives but never named mirrorange/clove. 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 mirrorange/clove?
    pass
    AI named mirrorange/clove explicitly

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

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

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

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mirrorange/clove — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite