RRepoGEO

REPOGEO REPORT · LITE

GuDong2003/xianyu-auto-reply-fix

Default branch main · commit 96e68e07 · scanned 6/19/2026, 10:41:15 AM

GitHub: 1,527 stars · 340 forks

AI VISIBILITY SCORE
22 /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
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 GuDong2003/xianyu-auto-reply-fix, 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 main heading and opening paragraph to clarify its category

    Why:

    CURRENT
    # 🐟 闲鱼管理系统

## 📋 项目概述
一个基于 **FastAPI + SQLite + Playwright** 的闲鱼管理系统，支持多用户、多账号管理、关键词回复、AI 自动回复、自动发货、商品管理、日志监控和 Docker 一键部署。
    COPY-PASTE FIX
    # 🐟 闲鱼智能客服与运营自动化系统 (Xianyu AI Customer Service & Operations Automation System)

## 📋 项目概述
一个专为闲鱼平台设计的智能客服与运营自动化系统，基于 **FastAPI + SQLite + Playwright**，提供多账号管理、AI自动回复、自动发货、商品管理和完整的 Web 管理后台。
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/GuDong2003/xianyu-auto-reply-fix
  • mediumtopics#3
    Expand topics to include more specific categories like e-commerce and system architecture

    Why:

    CURRENT
    ai, auto-reply, automation, goofish, playwright, python, websocket, xianyu
    COPY-PASTE FIX
    ai, auto-reply, automation, goofish, playwright, python, websocket, xianyu, e-commerce, marketplace-automation, customer-service-automation, web-automation-system, fastapi

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 GuDong2003/xianyu-auto-reply-fix
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gorgias
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gorgias · recommended 1×
  2. Zendesk · recommended 1×
  3. Gladly · recommended 1×
  4. Reamaze · recommended 1×
  5. Freshdesk · recommended 1×
  • CATEGORY QUERY
    What tools help automate customer service and order fulfillment for multiple e-commerce marketplace accounts with AI?
    you: not recommended
    AI recommended (in order):
    1. Gorgias
    2. Zendesk
    3. Gladly
    4. Reamaze
    5. Freshdesk
    6. Kustomer
    7. ChannelReply

    AI recommended 7 alternatives but never named GuDong2003/xianyu-auto-reply-fix. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python-based web automation system for marketplace operations with a management backend.
    you: not recommended
    AI recommended (in order):
    1. Django (django/django)
    2. Selenium (SeleniumHQ/selenium)
    3. Playwright (microsoft/playwright)
    4. Flask (pallets/flask)
    5. Scrapy (scrapy/scrapy)
    6. Odoo (odoo/odoo)
    7. FastAPI (tiangolo/fastapi)

    AI recommended 7 alternatives but never named GuDong2003/xianyu-auto-reply-fix. 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 GuDong2003/xianyu-auto-reply-fix?
    pass
    AI did not name GuDong2003/xianyu-auto-reply-fix — 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 GuDong2003/xianyu-auto-reply-fix in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GuDong2003/xianyu-auto-reply-fix 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 GuDong2003/xianyu-auto-reply-fix solve, and who is the primary audience?
    pass
    AI did not name GuDong2003/xianyu-auto-reply-fix — 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?

Embed your GEO score

Drop this badge into the README of GuDong2003/xianyu-auto-reply-fix. 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/GuDong2003/xianyu-auto-reply-fix.svg)](https://repogeo.com/en/r/GuDong2003/xianyu-auto-reply-fix)
HTML
<a href="https://repogeo.com/en/r/GuDong2003/xianyu-auto-reply-fix"><img src="https://repogeo.com/badge/GuDong2003/xianyu-auto-reply-fix.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

GuDong2003/xianyu-auto-reply-fix — 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