RRepoGEO

REPOGEO REPORT · LITE

AmineDiro/ferrules

Default branch main · commit e6546f2c · scanned 6/8/2026, 11:42:09 PM

GitHub: 606 stars · 14 forks

AI VISIBILITY SCORE
35 /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
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 AmineDiro/ferrules, 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 the 'ferrule' definition in the README

    Why:

    CURRENT
    | **NOTE** A ferrule is a corruption of Latin viriola on a pencil known as a Shoe, is any of a number of types of objects, generally used for fastening, joining, sealing, or reinforcement.
    COPY-PASTE FIX
    Move the 'NOTE' explaining the etymology of 'ferrule' from its current position directly after the project's introduction to a less prominent section, such as a 'Why Ferrules?' or 'Etymology' section further down the README.
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://[your-project-homepage-url-here]

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 AmineDiro/ferrules
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
servo/html5ever
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. servo/html5ever · recommended 1×
  2. markdown · recommended 1×
  3. dylan-chong/docx-rs · recommended 1×
  4. fschutt/pdf · recommended 1×
  5. tika-rs/tika-rs · recommended 1×
  • CATEGORY QUERY
    What's a fast Rust library for parsing documents and preparing them for large language models?
    you: not recommended
    AI recommended (in order):
    1. html5ever (servo/html5ever)
    2. markdown
    3. docx (dylan-chong/docx-rs)
    4. pdf (fschutt/pdf)
    5. tika-rs (tika-rs/tika-rs)
    6. scraper (causal-agent/scraper)
    7. textract (textract/textract)
    8. lofty (amethyst/lofty)
    9. image (image-rs/image)
    10. tesseract-sys (tesseract-rs/tesseract-sys)
    11. tesseract-rs (tesseract-rs/tesseract-rs)

    AI recommended 11 alternatives but never named AmineDiro/ferrules. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a document parser with PDF layout extraction and OCR, optimized for Apple hardware.
    you: not recommended
    AI recommended (in order):
    1. Apple Vision Framework
    2. PDFKit
    3. Tesseract OCR
    4. Google Cloud Vision API
    5. Amazon Textract

    AI recommended 5 alternatives but never named AmineDiro/ferrules. 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 AmineDiro/ferrules?
    pass
    AI named AmineDiro/ferrules explicitly

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

  • If a team adopts AmineDiro/ferrules in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AmineDiro/ferrules 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 AmineDiro/ferrules solve, and who is the primary audience?
    pass
    AI named AmineDiro/ferrules 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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MARKDOWN (README)
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AmineDiro/ferrules — 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