RRepoGEO

REPOGEO REPORT · LITE

romainsimon/paperasse

Default branch master · commit 9872ce64 · scanned 6/17/2026, 9:17:51 PM

GitHub: 2,148 stars · 141 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
    Reposition README H1 to clarify project identity

    Why:

    CURRENT
    <h1 align="center">Paperasse</h1> <p align="center"><b>Des skills pour agents IA spécialisés dans la bureaucratie française.</b></p>
    COPY-PASTE FIX
    <h1 align="center">Paperasse: Skills Open-Source pour Agents IA Spécialisés dans la Bureaucratie Française</h1>
  • mediumtopics#2
    Add topics for open-source and developer tools

    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, open-source, ai-agents, developer-tools, llm-agents
  • lowcomparison#3
    Add a 'Why Paperasse?' or 'Comparison' section to README

    Why:

    COPY-PASTE FIX
    Ajouter une section au README (e.g., `## Pourquoi Paperasse ?`) avec un texte comme : 'Contrairement aux plateformes IA généralistes ou aux solutions d'entreprise propriétaires, Paperasse est une collection open-source de skills conçue spécifiquement pour les agents IA opérant dans le contexte réglementaire français. Elle offre une expertise métier pointue sans les coûts ou la complexité des systèmes intégrés.'

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 GPT-4 / GPT-3.5 Turbo
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPT-4 / GPT-3.5 Turbo · recommended 1×
  2. Legartis · recommended 1×
  3. Hyperlex · recommended 1×
  4. Rossum · recommended 1×
  5. Kofax Intelligent Automation Platform · recommended 1×
  • CATEGORY QUERY
    How can I build AI agents specialized in French tax and accounting regulations?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4 / GPT-3.5 Turbo

    AI recommended 1 alternative but never named romainsimon/paperasse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking AI tools to automate French corporate compliance, invoicing, and notarial document processing.
    you: not recommended
    AI recommended (in order):
    1. Legartis
    2. Hyperlex
    3. Rossum
    4. Kofax Intelligent Automation Platform
    5. ABBYY FlexiCapture
    6. DocuSign CLM
    7. UiPath Document Understanding

    AI recommended 7 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?

Embed your GEO score

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romainsimon/paperasse — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite