RRepoGEO

REPOGEO REPORT · LITE

Kuingsmile/word-GPT-Plus

Default branch master · commit 8b0dcf56 · scanned 5/29/2026, 8:56:46 AM

GitHub: 1,259 stars · 214 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 Kuingsmile/word-GPT-Plus, 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 highlight open-source and alternative status

    Why:

    CURRENT
    Word GPT Plus seamlessly integrates AI and Agent directly into Microsoft Word, allowing you to generate, translate, summarize, and polish text directly within your documents. Enhance your writing workflow without leaving your Word environment.
    COPY-PASTE FIX
    Word GPT Plus is an **open-source Microsoft Word add-in** that seamlessly integrates AI and Agent directly into your documents. It allows you to generate, translate, summarize, and polish text without leaving your Word environment, offering a customizable alternative to commercial tools by supporting multiple platforms and a bring-your-own-key (BYOK) model.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/Kuingsmile/word-GPT-Plus
  • lowreadme#3
    Add a 'Why Word GPT Plus?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Word GPT Plus? 

Unlike many commercial AI writing assistants, Word GPT Plus is an open-source Microsoft Word add-in. This means you get full control, transparency, and the flexibility of a bring-your-own-key (BYOK) model, allowing you to use your preferred AI platforms like OpenAI, Azure OpenAI, Google Gemini, Ollama, and Groq directly within Word.

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 Kuingsmile/word-GPT-Plus
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
QuillBot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. QuillBot · recommended 2×
  2. Jasper · recommended 2×
  3. Copy.ai · recommended 2×
  4. Grammarly · recommended 1×
  5. Microsoft Editor · recommended 1×
  • CATEGORY QUERY
    How can I integrate AI-powered writing and editing tools directly into my document creation workflow?
    you: not recommended
    AI recommended (in order):
    1. Grammarly
    2. Microsoft Editor
    3. Google Workspace
    4. QuillBot
    5. Jasper
    6. Copy.ai
    7. ProWritingAid

    AI recommended 7 alternatives but never named Kuingsmile/word-GPT-Plus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to generate and refine text within word processing software.
    you: not recommended
    AI recommended (in order):
    1. Microsoft Copilot for Microsoft 365
    2. Google Gemini for Google Workspace
    3. GrammarlyGO
    4. Jasper
    5. Copy.ai
    6. QuillBot
    7. ChatGPT

    AI recommended 7 alternatives but never named Kuingsmile/word-GPT-Plus. 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 Kuingsmile/word-GPT-Plus?
    pass
    AI named Kuingsmile/word-GPT-Plus explicitly

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

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

    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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite