RRepoGEO

REPOGEO REPORT · LITE

cloudwego/eino-examples

Default branch main · commit cba56c33 · scanned 6/10/2026, 7:47:52 AM

GitHub: 664 stars · 244 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 cloudwego/eino-examples, 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 improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, llm-agents, conversational-ai, agent-development-kit, go, golang, examples, demonstrations
  • highabout#2
    Refine the repository description to highlight Eino's purpose

    Why:

    CURRENT
    Examples and demonstrations for using the Eino framework
    COPY-PASTE FIX
    Practical examples and demonstrations for building AI agents and conversational applications using the Eino framework's Agent Development Kit (ADK).
  • mediumhomepage#3
    Add the Eino framework's official homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/cloudwego/eino

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 cloudwego/eino-examples
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. Rasa Open Source · recommended 1×
  3. Microsoft Bot Framework Composer · recommended 1×
  4. Google Dialogflow CX · recommended 1×
  5. Amazon Lex · recommended 1×
  • CATEGORY QUERY
    How to build conversational AI agents with complex workflows and state management?
    you: not recommended
    AI recommended (in order):
    1. Rasa Open Source
    2. Microsoft Bot Framework Composer
    3. Google Dialogflow CX
    4. Amazon Lex
    5. OpenAI Assistants API
    6. LangChain

    AI recommended 6 alternatives but never named cloudwego/eino-examples. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best frameworks for developing custom AI agents with task handoff capabilities?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft AutoGen
    4. Haystack
    5. CrewAI
    6. Open Interpreter

    AI recommended 6 alternatives but never named cloudwego/eino-examples. 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 cloudwego/eino-examples?
    pass
    AI named cloudwego/eino-examples explicitly

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

  • If a team adopts cloudwego/eino-examples in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cloudwego/eino-examples 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 cloudwego/eino-examples solve, and who is the primary audience?
    pass
    AI did not name cloudwego/eino-examples — 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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cloudwego/eino-examples — 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