REPOGEO REPORT · LITE

bestony/ChatGPT-Feishu

Default branch master · commit b962b98d · scanned 5/9/2026, 3:51:50 AM

GitHub: 1,160 stars · 275 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 bestony/ChatGPT-Feishu, 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 to clearly state its purpose for Feishu/Lark

Why:

CURRENT

# ChatGPT-Feishu
给飞书用户准备的 ChatGPT 机器人。

COPY-PASTE FIX

# ChatGPT-Feishu: Seamless AI Integration for Lark/Feishu Workspaces

This project provides a powerful ChatGPT bot specifically designed for Feishu (Lark) users, enabling intelligent conversational AI directly within your team's communication platform.

hightopics#2
Add specific topics to improve categorization and searchability
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
feishu, lark, chatgpt, openai, ai-chatbot, bot, integration, nodejs, serverless
```
mediumhomepage#3
Add a homepage URL to showcase the project in action
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://youtu.be/axvH1D0Dhnk
```

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 bestony/ChatGPT-Feishu

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Rasa

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Rasa · recommended 2×
Amazon Lex · recommended 2×
Slack Bot API · recommended 1×
Microsoft Teams Bot Framework · recommended 1×
Dialogflow · recommended 1×

CATEGORY QUERY
How to integrate a conversational AI assistant into our team messaging application?
you: not recommended
AI recommended (in order):
1. Slack Bot API
2. Microsoft Teams Bot Framework
3. Dialogflow
4. Rasa
5. Amazon Lex
6. OpenAI API
7. Hugging Face Transformers
8. Botpress
AI recommended 8 alternatives but never named bestony/ChatGPT-Feishu. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a way to add an intelligent chatbot to our enterprise communication platform.
you: not recommended
AI recommended (in order):
1. Google Dialogflow CX
2. Microsoft Azure Bot Service
3. IBM Watson Assistant
4. Rasa
5. Amazon Lex
6. Kore.ai
AI recommended 6 alternatives but never named bestony/ChatGPT-Feishu. 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 bestony/ChatGPT-Feishu?
pass
AI did not name bestony/ChatGPT-Feishu — 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 bestony/ChatGPT-Feishu in production, what risks or prerequisites should they evaluate first?
pass
AI named bestony/ChatGPT-Feishu 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 bestony/ChatGPT-Feishu solve, and who is the primary audience?
pass
AI did not name bestony/ChatGPT-Feishu — 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)

[![RepoGEO](https://repogeo.com/badge/bestony/ChatGPT-Feishu.svg)](https://repogeo.com/en/r/bestony/ChatGPT-Feishu)

HTML

<a href="https://repogeo.com/en/r/bestony/ChatGPT-Feishu"><img src="https://repogeo.com/badge/bestony/ChatGPT-Feishu.svg" alt="RepoGEO" /></a>

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bestony/ChatGPT-Feishu — 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