RRepoGEO

REPOGEO REPORT · LITE

leigest519/ScreenCoder

Default branch main · commit e7c2caef · scanned 5/23/2026, 1:57:50 PM

GitHub: 2,668 stars · 265 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
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 leigest519/ScreenCoder, 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
    Rephrase README H1 for user-centric clarity

    Why:

    CURRENT
    # ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents
    COPY-PASTE FIX
    # ScreenCoder: Turn UI Screenshots into Clean, Editable HTML/CSS with AI
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ui-to-code, screenshot-to-code, html-css-generator, frontend-automation, design-to-code, ai-code-generation, web-development, multimodal-agents
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/Jimmyzheng-10/ScreenCoder

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 leigest519/ScreenCoder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Locofy.ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Locofy.ai · recommended 2×
  2. Anima App · recommended 2×
  3. Framer · recommended 2×
  4. Pinegrow Web Editor · recommended 2×
  5. Builder.io · recommended 1×
  • CATEGORY QUERY
    How to convert design mockups or UI screenshots into clean, editable web code?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. Anima App
    3. Framer
    4. Builder.io
    5. Pinegrow Web Editor
    6. React
    7. Material-UI
    8. Chakra UI
    9. Vue
    10. Vuetify
    11. Quasar
    12. img2code
    13. Microsoft Power Apps

    AI recommended 13 alternatives but never named leigest519/ScreenCoder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can automatically generate production-ready HTML/CSS from UI images?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. DhiWise
    3. Anima App
    4. Framer
    5. Pinegrow Web Editor
    6. Uizard
    7. img2html

    AI recommended 7 alternatives but never named leigest519/ScreenCoder. 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 leigest519/ScreenCoder?
    pass
    AI named leigest519/ScreenCoder explicitly

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

  • If a team adopts leigest519/ScreenCoder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named leigest519/ScreenCoder 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 leigest519/ScreenCoder solve, and who is the primary audience?
    pass
    AI named leigest519/ScreenCoder 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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leigest519/ScreenCoder — 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