RRepoGEO

REPOGEO REPORT · LITE

romainsimon/paperasse

Default branch master · commit 9872ce64 · scanned 5/17/2026, 7:33:29 PM

GitHub: 1,811 stars · 111 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 romainsimon/paperasse, 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
    Clarify the repo's core purpose in the README's opening statement

    Why:

    CURRENT
    <p align="center"><b>Des skills pour agents IA spécialisés dans la bureaucratie française.</b></p>
    COPY-PASTE FIX
    <p align="center"><b>Paperasse est une collection de skills pour agents IA spécialisés dans la bureaucratie française (Comptable, Notaire, Fiscaliste, Auditeur).</b></p>
  • mediumtopics#2
    Add more specific application-oriented topics to improve query matching

    Why:

    CURRENT
    agent-skills, agentic-workflow, bureaucratie, claude, claude-code, claude-skills, comptabilite, comptable, france, notaire, paperasse, skills
    COPY-PASTE FIX
    agent-skills, agentic-workflow, bureaucratie, claude, claude-code, claude-skills, comptabilite, comptable, france, notaire, paperasse, skills, french-tax-ai, french-accounting-ai, french-legal-ai, ai-agent-skills
  • lowreadme#3
    Add a clarifying sentence to the "Qu'est-ce que Paperasse ?" section to prevent miscategorization as a document management tool

    Why:

    CURRENT
    <b>Paperasse est une collection de skills pour agents IA (Claude Code, Claude Cowork, Codex, Mistral Vibe, Cursor, Windsurf, Cline, Aider) spécialisés dans la comptabilité, la fiscalité, la facturation, le notariat et l'audit des entreprises françaises.</b>
    COPY-PASTE FIX
    <b>Paperasse est une collection de skills pour agents IA (Claude Code, Claude Cowork, Codex, Mistral Vibe, Cursor, Windsurf, Cline, Aider) spécialisés dans la comptabilité, la fiscalité, la facturation, le notariat et l'audit des entreprises françaises. Il ne s'agit pas d'un système de gestion documentaire ou d'une application de classement de fichiers.</b>

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 romainsimon/paperasse
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. langchain-ai/langchain · recommended 1×
  3. Pinecone · recommended 1×
  4. weaviate/weaviate · recommended 1×
  5. chroma-core/chroma · recommended 1×
  • CATEGORY QUERY
    How to build an AI assistant for French tax and accounting regulations?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain (langchain-ai/langchain)
    3. Pinecone
    4. Weaviate (weaviate/weaviate)
    5. Chroma (chroma-core/chroma)
    6. Hugging Face Transformers (huggingface/transformers)
    7. spaCy (explosion/spaCy)
    8. Google Cloud Document AI
    9. Azure Form Recognizer
    10. Streamlit (streamlit/streamlit)
    11. Gradio (gradio-app/gradio)

    AI recommended 11 alternatives but never named romainsimon/paperasse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI agent frameworks for French financial compliance?
    you: not recommended
    AI recommended (in order):
    1. Rasa
    2. Azure Bot Service
    3. Azure Cognitive Services
    4. Azure Language Service
    5. Google Cloud Dialogflow ES/CX
    6. Google Cloud Natural Language API
    7. Hugging Face Transformers
    8. IBM Watson Assistant
    9. IBM Watson Discovery

    AI recommended 9 alternatives but never named romainsimon/paperasse. 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 romainsimon/paperasse?
    pass
    AI named romainsimon/paperasse explicitly

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

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

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

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romainsimon/paperasse — 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