RRepoGEO

REPOGEO REPORT · LITE

microsoft/azurechat

Default branch main · commit 09c549fc · scanned 5/23/2026, 4:41:51 PM

GitHub: 1,388 stars · 1,319 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 microsoft/azurechat, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    azure-openai, chat-application, solution-accelerator, rag, retrieval-augmented-generation, enterprise-ai, chatbot-framework, azure-architecture, managed-identity
  • highreadme#2
    Add a concise, high-level positioning statement at the top of the README

    Why:

    CURRENT
    The current README starts with '# What's new - 2025'.
    COPY-PASTE FIX
    This repository provides the **Azure Chat Solution Accelerator**, an enterprise-grade reference architecture and quick-start framework for building secure, scalable, and customizable Retrieval Augmented Generation (RAG) chat applications using Azure OpenAI Service and other Azure components. It enables organizations to deploy a private chat tenant in their Azure Subscription.

# What's new - 2025
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    [Insert official project homepage URL here, e.g., a dedicated documentation site or a relevant Microsoft Learn page]

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 microsoft/azurechat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Azure OpenAI Service
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Azure OpenAI Service · recommended 1×
  2. Google Cloud Vertex AI · recommended 1×
  3. AWS Bedrock · recommended 1×
  4. Azure Kubernetes Service (AKS) · recommended 1×
  5. Google Kubernetes Engine (GKE) · recommended 1×
  • CATEGORY QUERY
    How to deploy a scalable and secure conversational AI application processing user documents?
    you: not recommended
    AI recommended (in order):
    1. Azure OpenAI Service
    2. Google Cloud Vertex AI
    3. AWS Bedrock
    4. Azure Kubernetes Service (AKS)
    5. Google Kubernetes Engine (GKE)
    6. Amazon Elastic Kubernetes Service (EKS)
    7. Azure Cognitive Search
    8. Google Cloud Search
    9. Amazon OpenSearch Service
    10. Azure Cosmos DB
    11. Google Cloud Firestore
    12. Amazon DynamoDB
    13. Azure Key Vault
    14. Google Cloud Secret Manager
    15. AWS Secrets Manager
    16. Azure Application Gateway
    17. Google Cloud Load Balancing
    18. AWS Application Load Balancer (ALB)
    19. LangChain
    20. LlamaIndex

    AI recommended 20 alternatives but never named microsoft/azurechat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a quick-start framework for building a secure, customizable AI chatbot experience.
    you: not recommended
    AI recommended (in order):
    1. Rasa Open Source (RasaHQ/rasa)
    2. Botpress (botpress/botpress)
    3. Microsoft Bot Framework (microsoft/botframework-sdk)
    4. Google Dialogflow ES (Essentials)
    5. Amazon Lex

    AI recommended 5 alternatives but never named microsoft/azurechat. 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 microsoft/azurechat?
    pass
    AI did not name microsoft/azurechat — 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 microsoft/azurechat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named microsoft/azurechat 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 microsoft/azurechat solve, and who is the primary audience?
    pass
    AI named microsoft/azurechat 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 microsoft/azurechat. 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/microsoft/azurechat.svg)](https://repogeo.com/en/r/microsoft/azurechat)
HTML
<a href="https://repogeo.com/en/r/microsoft/azurechat"><img src="https://repogeo.com/badge/microsoft/azurechat.svg" alt="RepoGEO" /></a>
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microsoft/azurechat — 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