RRepoGEO

REPOGEO REPORT · LITE

GeekyWizKid/writing-helper

Default branch main · commit 18abc919 · scanned 6/10/2026, 4:57:45 PM

GitHub: 633 stars · 115 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 GeekyWizKid/writing-helper, 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
    Add a prominent English summary to the README's top

    Why:

    CURRENT
    # AI 写作助手

一个基于 Next.js 构建的 AI 写作助手...
    COPY-PASTE FIX
    An open-source, self-hostable AI writing assistant built with Next.js, featuring deep style customization, multi-LLM support, and AI text humanization to bypass detection.

# AI 写作助手

一个基于 Next.js 构建的 AI 写作助手...
  • mediumtopics#2
    Refine repository topics for better categorization

    Why:

    CURRENT
    llm, nextjs, wechat, writing-assistant, writing-tool
    COPY-PASTE FIX
    llm, nextjs, writing-assistant, writing-tool, ai-writing, text-generation, content-creation, ai-humanizer, self-hosted, open-source
  • lowreadme#3
    Explicitly state the MIT License in the README

    Why:

    COPY-PASTE FIX
    ## 📄 License

This project is licensed under the MIT License.

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 GeekyWizKid/writing-helper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jasper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Jasper · recommended 2×
  2. Copy.ai · recommended 2×
  3. Writesonic · recommended 1×
  4. Surfer AI · recommended 1×
  5. Frase.io · recommended 1×
  • CATEGORY QUERY
    What are the best AI writing tools for content creators with deep style customization?
    you: not recommended
    AI recommended (in order):
    1. Jasper
    2. Copy.ai
    3. Writesonic
    4. Surfer AI
    5. Frase.io
    6. ShortlyAI
    7. AI Writer

    AI recommended 7 alternatives but never named GeekyWizKid/writing-helper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to humanize AI-generated text and avoid detection, supporting various LLM APIs?
    you: not recommended
    AI recommended (in order):
    1. Undetectable AI
    2. QuillBot
    3. Jasper
    4. Copy.ai
    5. Originality.ai
    6. Grammarly Premium

    AI recommended 6 alternatives but never named GeekyWizKid/writing-helper. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 GeekyWizKid/writing-helper?
    pass
    AI named GeekyWizKid/writing-helper explicitly

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

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

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

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MARKDOWN (README)
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GeekyWizKid/writing-helper — 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