RRepoGEO

REPOGEO REPORT · LITE

theJayTea/WritingTools

Default branch main · commit 4ed1fba0 · scanned 5/29/2026, 12:52:41 PM

GitHub: 2,283 stars · 141 forks

AI VISIBILITY SCORE
28 /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
2 / 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 theJayTea/WritingTools, 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
  • hightopics#1
    Add more specific topics to clarify project type

    Why:

    CURRENT
    ai, artificial-intelligence, gemini, grammar-checker, largelanguagemodel, llm, writing-tool
    COPY-PASTE FIX
    ai, artificial-intelligence, gemini, grammar-checker, largelanguagemodel, llm, writing-tool, desktop-app, cross-platform, ai-assistant, productivity-tool
  • mediumreadme#2
    Emphasize project robustness and community support in the README

    Why:

    CURRENT
    Writing Tools is an **Apple Intelligence-inspired application for Windows, Linux, and macOS that supercharges your writing with an AI LLM** (cloud-based or local).
    COPY-PASTE FIX
    Writing Tools is an **Apple Intelligence-inspired application for Windows, Linux, and macOS that supercharges your writing with an AI LLM** (cloud-based or local). This robust, actively developed open-source project is supported by a growing community of contributors.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add your project's official website URL to the 'Homepage' field in your repository settings.

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 theJayTea/WritingTools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Grammarly
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Grammarly · recommended 1×
  2. QuillBot · recommended 1×
  3. LanguageTool · recommended 1×
  4. ProWritingAid · recommended 1×
  5. Ginger Software · recommended 1×
  • CATEGORY QUERY
    Need a cross-platform AI writing assistant to improve grammar and optimize text system-wide.
    you: not recommended
    AI recommended (in order):
    1. Grammarly
    2. QuillBot
    3. LanguageTool
    4. ProWritingAid
    5. Ginger Software
    6. Microsoft Editor

    AI recommended 6 alternatives but never named theJayTea/WritingTools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for summarizing content and enhancing writing with local LLMs?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. GPT4All
    5. LocalAI
    6. KoboldCpp

    AI recommended 6 alternatives but never named theJayTea/WritingTools. 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 theJayTea/WritingTools?
    pass
    AI did not name theJayTea/WritingTools — 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 theJayTea/WritingTools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named theJayTea/WritingTools 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 theJayTea/WritingTools solve, and who is the primary audience?
    pass
    AI named theJayTea/WritingTools 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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theJayTea/WritingTools — 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