RRepoGEO

REPOGEO REPORT · LITE

ripperhe/Bob

Default branch master · commit 3e51986a · scanned 5/10/2026, 10:12:01 AM

GitHub: 9,645 stars · 524 forks

AI VISIBILITY SCORE
35 /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
3 / 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 ripperhe/Bob, 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 core product description to be the absolute first content

    Why:

    CURRENT
    <p align="center">
  
</p>
<p align="center">
	<a href="https://bobtranslate.com"></a>
  <a href="https://bobtranslate.com/general/contact.html"></a>
</p>

> [!NOTE]
> Bob 不是开源软件，本仓库曾经用于提供反馈渠道，现在请通过 这个链接 联系我们。

# Bob

Bob 是一款 macOS 平台的 **翻译** 和 **OCR** 软件。
    COPY-PASTE FIX
    # Bob - macOS 翻译和 OCR 软件 (Translation & OCR for macOS)

Bob 是一款专为 macOS 设计的强大 **翻译** 和 **OCR** 软件。

> [!NOTE]
> Bob 并非开源软件。本仓库曾作为反馈渠道，现请通过 [官方网站](https://bobtranslate.com/general/contact.html) 联系我们。

<p align="center">
	<a href="https://bobtranslate.com"></a>
  <a href="https://bobtranslate.com/general/contact.html"></a>
</p>
  • highreadme#2
    Clarify licensing status in README

    Why:

    COPY-PASTE FIX
    ## 许可 (License)

Bob 是一款商业软件，并非开源项目。本仓库仅用于信息展示和历史反馈。软件的使用受其最终用户许可协议 (EULA) 约束，详情请参阅 [官方网站](https://bobtranslate.com)。
  • mediumtopics#3
    Add more descriptive category topics

    Why:

    CURRENT
    bobapp, chatgpt, deepseek, doubao, ernie, gemini, groq, hunyuan, kimi, macos, ocr, openai, qwen, translate, translation, translator, zhipuai
    COPY-PASTE FIX
    macos, ocr, translate, translation, translator, productivity, utility, desktop-app, screen-translation, text-recognition, ai-assistant, language-tool, bobapp, chatgpt, deepseek, doubao, ernie, gemini, groq, hunyuan, kimi, openai, qwen, zhipuai

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 ripperhe/Bob
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DeepL for Mac
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepL for Mac · recommended 2×
  2. TextSniper · recommended 2×
  3. Google Translate · recommended 2×
  4. Mate Translate · recommended 2×
  5. iTranslate Translator · recommended 1×
  • CATEGORY QUERY
    What are good macOS applications for instant screen translation and text recognition?
    you: not recommended
    AI recommended (in order):
    1. DeepL for Mac
    2. TextSniper
    3. Google Translate
    4. Mate Translate
    5. iTranslate Translator
    6. Microsoft Translator
    7. Raycast

    AI recommended 7 alternatives but never named ripperhe/Bob. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which macOS utility provides screenshot OCR and integrates various translation services?
    you: not recommended
    AI recommended (in order):
    1. TextSniper
    2. DeepL for Mac
    3. Google Translate
    4. Mate Translate
    5. iText

    AI recommended 5 alternatives but never named ripperhe/Bob. 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 ripperhe/Bob?
    pass
    AI named ripperhe/Bob explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts ripperhe/Bob in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ripperhe/Bob 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 ripperhe/Bob solve, and who is the primary audience?
    pass
    AI named ripperhe/Bob explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite