RRepoGEO

REPOGEO REPORT · LITE

visioncortex/vtracer

Default branch master · commit fd9cdb08 · scanned 5/23/2026, 11:46:42 PM

GitHub: 6,064 stars · 408 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 visioncortex/vtracer, 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
  • hightopics#1
    Add more specific topics for image vectorization

    Why:

    CURRENT
    image-procesing, rust, svg
    COPY-PASTE FIX
    raster-to-vector, image-vectorization, svg-converter, image-tracing, rust, image-processing
  • highreadme#2
    Reposition README introduction to emphasize core function and differentiators

    Why:

    CURRENT
    visioncortex VTracer is an open source software to convert raster images (like jpg & png) into vector graphics (svg). It can vectorize graphics and photographs and trace the curves to output compact vector files. Comparing to Potrace which only accept binarized inputs (Black & White pixmap), VTracer has an image processing pipeline which can handle colored high resolution scans. tl;dr: Potrace uses a `O(n^2)` fitting algorithm, whereas `vtracer` is entirely `O(n)`.
    COPY-PASTE FIX
    visioncortex VTracer is an advanced, open-source **raster to vector graphics converter** designed for high-quality image vectorization. It efficiently transforms raster images (like JPG, PNG) into compact, editable SVG vector graphics, excelling at tracing curves from both photographs and detailed scans. Unlike tools limited to binarized inputs, VTracer features a robust image processing pipeline capable of handling colored, high-resolution images, and offers a significantly more efficient `O(n)` fitting algorithm compared to `O(n^2)` alternatives like Potrace.
  • mediumabout#3
    Enhance the repository description with key benefits

    Why:

    CURRENT
    Raster to Vector Graphics Converter
    COPY-PASTE FIX
    Advanced open-source tool to convert raster images (JPG, PNG) into compact, high-quality SVG vector graphics. Features an efficient image processing pipeline for colored, high-resolution scans and photographs, offering superior curve tracing and smaller file sizes compared to traditional methods.

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 visioncortex/vtracer
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Inkscape
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Inkscape · recommended 2×
  2. Vector Magic · recommended 2×
  3. Potrace · recommended 2×
  4. Adobe Illustrator · recommended 1×
  5. Autotracer.org · recommended 1×
  • CATEGORY QUERY
    How can I convert raster images like JPG/PNG into compact SVG vector graphics efficiently?
    you: not recommended
    AI recommended (in order):
    1. Adobe Illustrator
    2. Inkscape
    3. Vector Magic
    4. Potrace
    5. Autotracer.org
    6. Online Convert

    AI recommended 6 alternatives but never named visioncortex/vtracer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are open-source alternatives for image tracing and vectorization that handle color images?
    you: not recommended
    AI recommended (in order):
    1. Inkscape
    2. Potrace
    3. Vector Magic
    4. AutoTrace
    5. OpenCV
    6. GIMP

    AI recommended 6 alternatives but never named visioncortex/vtracer. 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 visioncortex/vtracer?
    pass
    AI named visioncortex/vtracer explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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