RRepoGEO

REPOGEO REPORT · LITE

nextai-translator/bob-plugin-openai-polisher

Default branch main · commit 6a6b9606 · scanned 6/1/2026, 5:11:47 PM

GitHub: 666 stars · 38 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 nextai-translator/bob-plugin-openai-polisher, 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 the 'About' description to explicitly mention macOS

    Why:

    CURRENT
    使用 OpenAI API 给文本进行润色和语法纠错的 Bob 插件！完美代替 Grammarly！Licensed under CC BY-NC-SA 4.0
    COPY-PASTE FIX
    一个专为 macOS Bob 翻译软件设计的 OpenAI API 文本润色和语法纠错插件，完美代替 Grammarly！
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/openai-translator/bob-plugin-openai-polisher
  • 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). See the [LICENSE](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-polisher
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ProWritingAid
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ProWritingAid · recommended 2×
  2. Grammarly Desktop App · recommended 1×
  3. ChatGPT · recommended 1×
  4. Claude · recommended 1×
  5. Gemini · recommended 1×
  • CATEGORY QUERY
    How can I use an AI assistant to polish text and correct grammar issues on macOS?
    you: not recommended
    AI recommended (in order):
    1. Grammarly Desktop App
    2. ChatGPT
    3. Claude
    4. Gemini
    5. Microsoft Word
    6. Apple Pages
    7. Apple Keynote
    8. Apple Numbers
    9. ProWritingAid

    AI recommended 9 alternatives but never named nextai-translator/bob-plugin-openai-polisher. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some good AI-powered tools for improving writing and sentence structure?
    you: not recommended
    AI recommended (in order):
    1. Grammarly
    2. ProWritingAid
    3. QuillBot
    4. Hemingway Editor
    5. Jasper
    6. Sapling AI
    7. Writer.com

    AI recommended 7 alternatives but never named nextai-translator/bob-plugin-openai-polisher. 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-polisher?
    pass
    AI did not name nextai-translator/bob-plugin-openai-polisher — 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-polisher in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nextai-translator/bob-plugin-openai-polisher 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-polisher solve, and who is the primary audience?
    pass
    AI did not name nextai-translator/bob-plugin-openai-polisher — 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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  • Brand-free category queries5 vs 2 in Lite
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