REPOGEO REPORT · LITE

symfony/ai

Default branch main · commit d18da8dd · scanned 6/26/2026, 2:36:44 PM

GitHub: 1,148 stars · 236 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 paragraph to emphasize PHP/Symfony and its integration role

Why:

CURRENT

Symfony AI is a set of components that integrate AI capabilities into PHP applications.

COPY-PASTE FIX

Symfony AI provides a robust, PHP-native framework for seamlessly integrating advanced AI capabilities and building intelligent agents directly into your Symfony applications.

mediumreadme#2

Add a 'Why Symfony AI?' or 'Comparison' section to the README

Why:

COPY-PASTE FIX

## Why Symfony AI?
While general AI frameworks like LangChain or LiteLLM offer powerful capabilities, Symfony AI is purpose-built for PHP developers within the Symfony ecosystem. It provides a familiar, idiomatic PHP interface and deep integration with Symfony components, ensuring seamless adoption and performance for your PHP applications.

mediumreadme#3

Expand the README with a 'Key Features & Benefits' section

Why:

COPY-PASTE FIX

## Key Features & Benefits
*   **Unified LLM Abstraction:** Interact with OpenAI, Anthropic, Google Gemini, Azure AI, and more through a single, consistent PHP API.
*   **Intelligent Agent Development:** Build sophisticated AI agents that can understand user input, perform tasks, and maintain long-term context within your PHP applications.
*   **Seamless Symfony Integration:** Leverage Symfony's robust ecosystem with dedicated bundles for easy setup and configuration.
*   **Data Storage & Retrieval:** Efficiently manage and retrieve data for AI applications with flexible storage abstractions.

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

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 2×
OpenAI API · recommended 1×
Hugging Face Transformers · recommended 1×
Google Cloud AI Platform / Vertex AI · recommended 1×
Microsoft Azure AI Platform · recommended 1×

CATEGORY QUERY
How can I integrate advanced AI capabilities and build intelligent agents into my server application?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. LangChain
3. Hugging Face Transformers
4. Google Cloud AI Platform / Vertex AI
5. Microsoft Azure AI Platform
6. TensorFlow / PyTorch
AI recommended 6 alternatives but never named symfony/ai. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are reliable libraries for abstracting multiple large language model APIs in my project?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. LiteLLM
4. Marvin
5. Instructor
6. OpenAI Python Client
7. Anthropic Python Client
8. Google Generative AI SDK
AI recommended 8 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?

Embed your GEO score

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MARKDOWN (README)

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HTML

<a href="https://repogeo.com/en/r/symfony/ai"><img src="https://repogeo.com/badge/symfony/ai.svg" alt="RepoGEO" /></a>

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symfony/ai — 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