REPOGEO REPORT · LITE

textlint-ja/textlint-rule-preset-ai-writing

Default branch main · commit 45bb6485 · scanned 6/22/2026, 6:26:47 PM

GitHub: 1,083 stars · 22 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

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 textlint-ja/textlint-rule-preset-ai-writing, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition README H1 to clarify its role as a textlint preset for refinement

Why:

CURRENT

# @textlint-ja/textlint-rule-preset-ai-writing

AIが生成した文章によく見られる記述パターンを検出します。
より自然な日本語表現を促すtextlintルールプリセットです。

COPY-PASTE FIX

# @textlint-ja/textlint-rule-preset-ai-writing

AIが生成した日本語文章の「AIらしさ」を検出し、より自然な表現へと洗練させるためのtextlintルールプリセットです。これはAIライティングツールやAI検出ツールではなく、既存の日本語テキストを校正・改善するためのツールです。

mediumreadme#2

Add a 'Key Features' section to highlight unique differentiators

Why:

COPY-PASTE FIX

## Key Features

- **AI生成文章の日本語表現を洗練:** AI特有の不自然な記述パターンを検出し、より自然で人間らしい日本語表現を促します。
- **textlint MCPサーバ連携:** textlint v14.8.0以降のMCPサーバ機能に対応し、Claude CodeやVSCode CopilotなどのAIツールと連携してリアルタイムなフィードバックループを構築できます。
- **構造に焦点を当てたルール:** 表現を縛るのではなく、文章の構造的な問題に焦点を当てることで、柔軟かつ効果的な改善を支援します。

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 textlint-ja/textlint-rule-preset-ai-writing

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

DeepL Write Pro (Japanese)

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

DeepL Write Pro (Japanese) · recommended 1×
ChatGPT · recommended 1×
Google Bard / Gemini · recommended 1×
Anthropic Claude · recommended 1×
Hugging Face Transformers · recommended 1×

CATEGORY QUERY
How can I improve the naturalness of AI-generated Japanese text?
you: not recommended
AI recommended (in order):
1. DeepL Write Pro (Japanese)
2. ChatGPT
3. Google Bard / Gemini
4. Anthropic Claude
5. Hugging Face Transformers
6. NICT J-KIC (Japanese Knowledge and Information Commons)
7. Microsoft Azure AI Language
AI recommended 7 alternatives but never named textlint-ja/textlint-rule-preset-ai-writing. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What linter helps identify and refine AI writing patterns in Japanese documents?
you: not recommended
AI recommended (in order):
1. GPT-4
2. Claude 3 Opus
3. Originality.ai
4. GPTZero
5. Turnitin
6. Grammarly
7. DeepL Write
8. ProWritingAid
AI recommended 8 alternatives but never named textlint-ja/textlint-rule-preset-ai-writing. 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 textlint-ja/textlint-rule-preset-ai-writing?
pass
AI did not name textlint-ja/textlint-rule-preset-ai-writing — 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 textlint-ja/textlint-rule-preset-ai-writing in production, what risks or prerequisites should they evaluate first?
pass
AI named textlint-ja/textlint-rule-preset-ai-writing 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 textlint-ja/textlint-rule-preset-ai-writing solve, and who is the primary audience?
pass
AI did not name textlint-ja/textlint-rule-preset-ai-writing — 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?

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MARKDOWN (README)

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textlint-ja/textlint-rule-preset-ai-writing — 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