RRepoGEO

REPOGEO REPORT · LITE

symfony/ai

Default branch main · commit 50e7d154 · scanned 5/15/2026, 7:47:15 PM

GitHub: 1,124 stars · 226 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 symfony/ai, 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 the README's opening statement to clarify its role as an AI orchestration framework

    Why:

    CURRENT
    Symfony AI is a set of components that integrate AI capabilities into PHP applications.
    COPY-PASTE FIX
    Symfony AI is a comprehensive **AI orchestration framework for PHP applications**, offering a unified API to integrate various AI platforms, build intelligent agents, manage conversational flows, and handle AI-specific data storage within Symfony projects.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    ai, php, symfony
    COPY-PASTE FIX
    ai, php, symfony, ai-framework, llm-orchestration, ai-agents
  • lowreadme#3
    Add a 'Key Features' section to highlight core differentiators

    Why:

    COPY-PASTE FIX
    ## Key Features

*   **Provider-Agnostic Unified API:** Interact with various AI models (OpenAI, Anthropic, Google, Mistral, etc.) through a consistent interface.
*   **Agent Framework:** Build sophisticated AI agents capable of interacting with users and performing tasks.
*   **Conversational AI:** Manage chat interactions and long-term context with ease.
*   **Data Storage for AI:** Abstract and manage data indexing and retrieval for AI applications.
*   **Symfony Native:** Seamless integration into existing Symfony applications with dedicated bundles.

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 symfony/ai
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. LlamaIndex · recommended 2×
  3. OpenAI Assistants API · recommended 2×
  4. Microsoft Semantic Kernel · recommended 2×
  5. Haystack · recommended 2×
  • CATEGORY QUERY
    How can I integrate AI agents and conversational capabilities into my backend application?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Assistants API
    4. Microsoft Semantic Kernel
    5. Haystack
    6. Google Vertex AI Agent Builder
    7. Rasa

    AI recommended 7 alternatives but never named symfony/ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework helps manage multiple AI platform APIs and store AI application data?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. OpenAI Assistants API
    6. Gradio

    AI recommended 6 alternatives but never named symfony/ai. 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 symfony/ai?
    pass
    AI named symfony/ai explicitly

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

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

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

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