REPOGEO REPORT · LITE

nextai-translator/bob-plugin-openai-translator

Default branch main · commit 52e7fb8a · scanned 5/17/2026, 1:27:00 PM

GitHub: 5,649 stars · 258 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

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 nextai-translator/bob-plugin-openai-translator, 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 README introduction to emphasize macOS plugin nature and LLM differentiation

Why:

CURRENT

ChatGPT 向我们展示了 GPT 模型的伟大之处，所以我使用 OpenAI 的 API 实现了这个 Bob 的翻译 + 润色 + 语法修改插件，效果拔群！

COPY-PASTE FIX

OpenAI Translator Bob Plugin 是一款基于 LLM 的 macOS 平台 Bob 插件，它利用 OpenAI API 提供强大的文本翻译、润色和语法纠错功能，为 macOS 用户带来超越传统翻译工具的智能体验。

mediumhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/openai-translator/bob-plugin-openai-translator
```

mediumlicense#3

Clarify the existing license in the README

Why:

COPY-PASTE FIX

## License

This project is licensed under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/).

本项目采用 [知识共享署名-非商业性使用-相同方式共享 4.0 国际许可协议 (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/) 进行许可。

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 nextai-translator/bob-plugin-openai-translator

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

QuillBot

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

QuillBot · recommended 2×
DeepL Pro · recommended 1×
Grammarly · recommended 1×
Google Translate · recommended 1×
Microsoft Translator · recommended 1×

CATEGORY QUERY
How to translate text and correct grammar using an advanced AI assistant on my desktop?
you: not recommended
AI recommended (in order):
1. DeepL Pro
2. Grammarly
3. Google Translate
4. Microsoft Translator
5. Microsoft Editor
6. LanguageTool (languagetool-org/languagetool)
7. QuillBot
8. ChatGPT
AI recommended 8 alternatives but never named nextai-translator/bob-plugin-openai-translator. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best AI-powered tools for polishing text and improving writing quality?
you: not recommended
AI recommended (in order):
1. Grammarly Premium
2. ProWritingAid
3. QuillBot
4. Writer.com
5. Jasper (formerly Jarvis)
6. Hemingway Editor
7. DeepL Write
AI recommended 7 alternatives but never named nextai-translator/bob-plugin-openai-translator. 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 nextai-translator/bob-plugin-openai-translator?
pass
AI did not name nextai-translator/bob-plugin-openai-translator — 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 nextai-translator/bob-plugin-openai-translator in production, what risks or prerequisites should they evaluate first?
pass
AI named nextai-translator/bob-plugin-openai-translator 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 nextai-translator/bob-plugin-openai-translator solve, and who is the primary audience?
pass
AI did not name nextai-translator/bob-plugin-openai-translator — 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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MARKDOWN (README)

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HTML

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Pro

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nextai-translator/bob-plugin-openai-translator — 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