REPOGEO REPORT · LITE

cs-lazy-tools/ChatGPT-On-CS

Default branch main · commit 9369cf82 · scanned 5/24/2026, 10:17:15 PM

GitHub: 3,994 stars · 514 forks

AI VISIBILITY SCORE

27 /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

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 cs-lazy-tools/ChatGPT-On-CS, 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

highabout#1

Clarify "CS" in the repository description to prevent misinterpretation

Why:

CURRENT

基于大模型的智能对话客服工具，支持微信、拼多多、千牛、哔哩哔哩、抖音企业号、抖音、抖店、微博聊天、小红书专业号运营、小红书、知乎等平台接入，可选择 GPT3.5/GPT4.0/ 懒人百宝箱 （后续会支持更多平台），能处理文本、语音和图片，通过插件访问操作系统和互联网等外部资源，支持基于自有知识库定制企业 AI 应用。

COPY-PASTE FIX

基于大模型的智能对话客服工具 (Customer Service AI Bot)，支持微信、拼多多、千牛、哔哩哔哩、抖音企业号、抖音、抖店、微博聊天、小红书专业号运营、小红书、知乎等平台接入，可选择 GPT3.5/GPT4.0/ 懒人百宝箱 （后续会支持更多平台），能处理文本、语音和图片，通过插件访问操作系统和互联网等外部资源，支持基于自有知识库定制企业 AI 应用。

mediumtopics#2

Add more specific e-commerce and customer service topics

Why:

CURRENT

ai, autohotkey, automation, bilibili, bot, chatgpt, chatgpt4, customer, dify, douyin, fastai, llm, pinduoduo, qianniu, wechat, wechat-bot, weibo, xiaohongshu, zhihu

COPY-PASTE FIX

ai, autohotkey, automation, bilibili, bot, chatgpt, chatgpt4, customer, customer-service, e-commerce, e-commerce-platform, dify, douyin, fastai, llm, pinduoduo, qianniu, saas, wechat, wechat-bot, weibo, xiaohongshu, zhihu

lowreadme#3

Add an explicit definition of "CS" in the README's opening

Why:

CURRENT

⚡ **专业的通用电商 SaaS 智能客服平台** ⚡
金销数据云智能客服是基于大语言模型（LLM）打造的专业电商客服 SaaS 解决方案，专为电商行业量身定制。

COPY-PASTE FIX

⚡ **专业的通用电商 SaaS 智能客服平台** ⚡
(An AI-powered Customer Service / Commercial Systems solution for e-commerce)
金销数据云智能客服是基于大语言模型（LLM）打造的专业电商客服 SaaS 解决方案，专为电商行业量身定制。

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 cs-lazy-tools/ChatGPT-On-CS

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Google Dialogflow ES / CX

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Google Dialogflow ES / CX · recommended 1×
Azure Bot Service · recommended 1×
Azure Cognitive Services (Language Understanding - LUIS) · recommended 1×
Amazon Lex · recommended 1×
AWS Lambda · recommended 1×

CATEGORY QUERY
How to build an AI customer service bot for multiple e-commerce platforms?
you: not recommended
AI recommended (in order):
1. Google Dialogflow ES / CX
2. Azure Bot Service
3. Azure Cognitive Services (Language Understanding - LUIS)
4. Amazon Lex
5. AWS Lambda
6. Rasa
7. IBM Watson Assistant
8. Intercom Bots
9. Zendesk Answer Bot
10. Zendesk Flow Builder
AI recommended 10 alternatives but never named cs-lazy-tools/ChatGPT-On-CS. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a unified chatbot solution for WeChat, Douyin, and Pinduoduo using large language models.
you: not recommended
AI recommended (in order):
1. Laiye
2. UCloud
3. UAI-Platform
4. UBot
5. Baidu Unit
6. Tencent Cloud
7. Intelligent Customer Service
8. Alibaba Cloud
9. PAI-DSW
10. Hugging Face Transformers
11. Microsoft Azure Bot Service
12. Azure OpenAI Service
AI recommended 12 alternatives but never named cs-lazy-tools/ChatGPT-On-CS. 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 cs-lazy-tools/ChatGPT-On-CS?
pass
AI did not name cs-lazy-tools/ChatGPT-On-CS — 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 cs-lazy-tools/ChatGPT-On-CS in production, what risks or prerequisites should they evaluate first?
pass
AI named cs-lazy-tools/ChatGPT-On-CS 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 cs-lazy-tools/ChatGPT-On-CS solve, and who is the primary audience?
pass
AI did not name cs-lazy-tools/ChatGPT-On-CS — 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

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MARKDOWN (README)

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite