RRepoGEO

REPOGEO REPORT · LITE

shaxiu/XianyuAutoAgent

Default branch main · commit 77b1e4ce · scanned 5/23/2026, 9:28:05 PM

GitHub: 7,688 stars · 1,398 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 shaxiu/XianyuAutoAgent, 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 'ready-to-use application'

    Why:

    CURRENT
    专为闲鱼平台打造的AI值守解决方案，实现闲鱼平台7×24小时自动化值守，支持多专家协同决策、智能议价和上下文感知对话。
    COPY-PASTE FIX
    Xianyu AutoAgent 是一个专为闲鱼平台打造的**开箱即用**的AI值守解决方案，实现闲鱼平台7×24小时自动化值守，支持多专家协同决策、智能议价和上下文感知对话。
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    agent, chatbot, llm
    COPY-PASTE FIX
    agent, chatbot, llm, e-commerce-chatbot, marketplace-automation, customer-support-ai, negotiation-agent, xianyu-platform
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/shaxiu/XianyuAutoAgent

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 shaxiu/XianyuAutoAgent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI's GPT-4
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI's GPT-4 · recommended 2×
  2. Anthropic's Claude 3 · recommended 2×
  3. Azure OpenAI Service · recommended 2×
  4. GPT-3.5 Turbo · recommended 2×
  5. LangChain · recommended 2×
  • CATEGORY QUERY
    How to build an AI chatbot for e-commerce with negotiation and multi-expert support?
    you: not recommended
    AI recommended (in order):
    1. Rasa Open Source
    2. OpenAI's GPT-4
    3. Anthropic's Claude 3
    4. Google Dialogflow CX
    5. Google Cloud AI Platform (Vertex AI)
    6. Vertex AI
    7. Generative AI on Vertex AI
    8. Gemini
    9. Microsoft Azure Bot Service
    10. Azure OpenAI Service
    11. GPT-4
    12. GPT-3.5 Turbo
    13. Azure AI Services
    14. Language Understanding
    15. QnA Maker
    16. Text Analytics
    17. Azure Functions
    18. Web Apps
    19. Azure Communication Services
    20. LangChain
    21. LlamaIndex
    22. OpenAI's GPT-4
    23. Anthropic's Claude 3
    24. Mistral AI's models
    25. Voiceflow
    26. Botpress

    AI recommended 26 alternatives but never named shaxiu/XianyuAutoAgent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an LLM-powered agent to automate online marketplace customer support and bargaining.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. OpenAI GPT-4
    3. GPT-3.5 Turbo
    4. Microsoft AutoGen
    5. Azure OpenAI Service
    6. LlamaIndex
    7. Llama 3
    8. Mixtral
    9. Anyscale Endpoints
    10. Google Gemini API
    11. Google Cloud Vertex AI Agent Builder
    12. Hugging Face Agents
    13. Transformers library
    14. transformers.Agent

    AI recommended 14 alternatives but never named shaxiu/XianyuAutoAgent. 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 shaxiu/XianyuAutoAgent?
    pass
    AI did not name shaxiu/XianyuAutoAgent — 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 shaxiu/XianyuAutoAgent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named shaxiu/XianyuAutoAgent 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 shaxiu/XianyuAutoAgent solve, and who is the primary audience?
    pass
    AI named shaxiu/XianyuAutoAgent 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 shaxiu/XianyuAutoAgent. 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/shaxiu/XianyuAutoAgent.svg)](https://repogeo.com/en/r/shaxiu/XianyuAutoAgent)
HTML
<a href="https://repogeo.com/en/r/shaxiu/XianyuAutoAgent"><img src="https://repogeo.com/badge/shaxiu/XianyuAutoAgent.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

shaxiu/XianyuAutoAgent — 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