REPOGEO REPORT · LITE

nextai-translator/bob-plugin-openai-translator

Default branch main · commit 40753ad7 · scanned 6/28/2026, 5:56:56 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 opening to emphasize Bob plugin for macOS

Why:

CURRENT

The README's initial content after the H1 is a 'Note' about non-macOS users, followed by a general introduction.

COPY-PASTE FIX

Add the following sentence immediately after the main H1 'OpenAI Translator Bob Plugin': '这是一个基于 LLM 的 macOS 平台 Bob 插件，提供文本翻译、润色和语法纠错功能。' (This is an LLM-based macOS platform Bob plugin, providing text translation, polishing, and grammar correction functions.)

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

mediumlicense#3

Clarify the project's license directly in the README

Why:

COPY-PASTE FIX

Add a line to the README, for example, in the '简介' section or a new 'License' section: '本项目采用 CC BY-NC-SA 4.0 许可协议。详情请参阅 LICENSE 文件。' (This project is licensed under CC BY-NC-SA 4.0. See the LICENSE file for details.)

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

DeepL Pro

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

DeepL Pro · recommended 1×
Grammarly Premium · recommended 1×
Google Translate · recommended 1×
Google Docs · recommended 1×
Google Workspace · recommended 1×

CATEGORY QUERY
How can I get AI-powered text translation, polishing, and grammar correction?
you: not recommended
AI recommended (in order):
1. DeepL Pro
2. Grammarly Premium
3. Google Translate
4. Google Docs
5. Google Workspace
6. ChatGPT
7. GPT-4
8. Claude
9. Gemini
10. Microsoft Editor
11. Microsoft 365
12. QuillBot
13. Trinka AI
AI recommended 13 alternatives but never named nextai-translator/bob-plugin-openai-translator. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are good macOS plugins for LLM-based translation and text refinement?
you: not recommended
AI recommended (in order):
1. DeepL for Mac
2. Raycast
3. TextBuddy
4. PopClip
5. MacWhisper
6. iTranslate
7. LanguageTool for Mac
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?

Embed your GEO score

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MARKDOWN (README)

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HTML

<a href="https://repogeo.com/en/r/nextai-translator/bob-plugin-openai-translator"><img src="https://repogeo.com/badge/nextai-translator/bob-plugin-openai-translator.svg" alt="RepoGEO" /></a>

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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