RRepoGEO

REPOGEO REPORT · LITE

langgenius/dify-official-plugins

Default branch main · commit 88768519 · scanned 6/6/2026, 11:07:54 PM

GitHub: 580 stars · 835 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
1 / 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 langgenius/dify-official-plugins, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    Official plugins and integrations designed to extend the functionality of the Dify open-source LLM application development platform.
  • mediumreadme#2
    Clarify the repository's purpose in the README introduction

    Why:

    CURRENT
    ### Introduction
    
    Dify is an open-source platform for developing LLM-powered AI applications...
    COPY-PASTE FIX
    ### Introduction
    
    This repository provides the official plugins and integrations for the Dify open-source LLM application development platform. Dify is an open-source platform for developing LLM-powered AI applications...

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 langgenius/dify-official-plugins
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. Hugging Face Transformers & Accelerate · recommended 1×
  4. OpenAI Triton · recommended 1×
  5. Ray Serve · recommended 1×
  • CATEGORY QUERY
    What open-source platforms are available for building and deploying large language model applications?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers & Accelerate
    2. LangChain
    3. LlamaIndex
    4. OpenAI Triton
    5. Ray Serve
    6. MLflow
    7. DeepSpeed

    AI recommended 7 alternatives but never named langgenius/dify-official-plugins. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I integrate external tools and services into my LLM-powered applications?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Function Calling
    4. Haystack
    5. Magentic
    6. Guidance
    7. Semantic Kernel

    AI recommended 7 alternatives but never named langgenius/dify-official-plugins. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 langgenius/dify-official-plugins?
    pass
    AI did not name langgenius/dify-official-plugins — 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 langgenius/dify-official-plugins in production, what risks or prerequisites should they evaluate first?
    pass
    AI named langgenius/dify-official-plugins 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 langgenius/dify-official-plugins solve, and who is the primary audience?
    pass
    AI did not name langgenius/dify-official-plugins — 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?

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  • Brand-free category queries5 vs 2 in Lite
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