RRepoGEO

REPOGEO REPORT · LITE

stulzq/azure-openai-proxy

Default branch master · commit fda64266 · scanned 6/22/2026, 5:11:48 PM

GitHub: 1,345 stars · 192 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
28 /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
2 / 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 stulzq/azure-openai-proxy, 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
    Reposition README opening to highlight 'no code changes' and 'adapter'

    Why:

    CURRENT
    Azure OpenAI Service Proxy, convert OpenAI official API request to Azure OpenAI API request, support all models, support GPT-4,Embeddings.
>Eliminate the differences between OpenAI and Azure OpenAI, acting as a bridge connecting them, OpenAI ecosystem accesses Azure OpenAI at zero cost.
    COPY-PASTE FIX
    Azure OpenAI Service Proxy: Seamlessly convert OpenAI official API requests to Azure OpenAI API requests, enabling existing OpenAI applications and ecosystem tools (like Langchain) to access Azure OpenAI Service *without requiring any code changes*. This project acts as a zero-cost bridge, eliminating the differences between OpenAI and Azure OpenAI APIs.
  • mediumcomparison#2
    Add a 'Why use this proxy instead of SDKs/Frameworks?' comparison section

    Why:

    COPY-PASTE FIX
    ## Why use azure-openai-proxy?
While SDKs (like Azure OpenAI Service SDKs) and frameworks (like LangChain, Semantic Kernel) provide ways to interact with Azure OpenAI, `azure-openai-proxy` offers a unique advantage: it allows *existing applications built for the OpenAI API* to work with Azure OpenAI *without any code modifications*. This is ideal for migrating existing projects or integrating with tools that only support the standard OpenAI API, acting as a transparent adapter rather than requiring a rewrite or specific framework adoption.
  • lowhomepage#3
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/stulzq/azure-openai-proxy

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 stulzq/azure-openai-proxy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Semantic Kernel · recommended 2×
  3. openai Python library · recommended 1×
  4. Direct HTTP Requests · recommended 1×
  5. Azure OpenAI Service SDKs · recommended 1×
  • CATEGORY QUERY
    How can I make my OpenAI API calls compatible with Azure OpenAI service?
    you: not recommended
    AI recommended (in order):
    1. openai Python library
    2. LangChain
    3. Semantic Kernel
    4. Direct HTTP Requests

    AI recommended 4 alternatives but never named stulzq/azure-openai-proxy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to use OpenAI ecosystem tools with Azure OpenAI?
    you: not recommended
    AI recommended (in order):
    1. Azure OpenAI Service SDKs
    2. LangChain
    3. LlamaIndex
    4. Semantic Kernel
    5. OpenAI Python Library
    6. Azure Machine Learning (AML) Prompt Flow
    7. Direct REST API Calls

    AI recommended 7 alternatives but never named stulzq/azure-openai-proxy. 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 stulzq/azure-openai-proxy?
    pass
    AI did not name stulzq/azure-openai-proxy — likely talking about a different project

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

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

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

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stulzq/azure-openai-proxy — 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