RRepoGEO

REPOGEO REPORT · LITE

NoviScl/Design2Code

Default branch main · commit 7a575e4c · scanned 5/31/2026, 2:22:52 AM

GitHub: 583 stars · 48 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 NoviScl/Design2Code, 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
  • highabout#1
    Add a concise description to the About section

    Why:

    COPY-PASTE FIX
    Design2Code provides a benchmark dataset, models, and evaluation code for converting visual UI designs (screenshots) into functional web page code.
  • mediumhomepage#2
    Add the project homepage link

    Why:

    COPY-PASTE FIX
    https://salt-nlp.github.io/Design2Code/

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 NoviScl/Design2Code
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. DhiWise · recommended 2×
  3. Anima · recommended 1×
  4. Framer · recommended 1×
  5. TeleportHQ · recommended 1×
  • CATEGORY QUERY
    How can I automate front-end code generation directly from visual design mockups?
    you: not recommended
    AI recommended (in order):
    1. Anima
    2. Locofy.ai
    3. Framer
    4. TeleportHQ
    5. Builder.io
    6. DhiWise
    7. Microsoft Power Apps
    8. Salesforce Lightning App Builder

    AI recommended 8 alternatives but never named NoviScl/Design2Code. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for converting UI screenshots into functional web page code?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. DhiWise
    3. Supernova
    4. Uizard
    5. Anima App
    6. img.ly (PhotoEditor SDK / UI Builder)
    7. PandaSuite

    AI recommended 7 alternatives but never named NoviScl/Design2Code. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 NoviScl/Design2Code?
    pass
    AI named NoviScl/Design2Code explicitly

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

  • If a team adopts NoviScl/Design2Code in production, what risks or prerequisites should they evaluate first?
    pass
    AI named NoviScl/Design2Code 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 NoviScl/Design2Code solve, and who is the primary audience?
    pass
    AI named NoviScl/Design2Code explicitly

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

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NoviScl/Design2Code — 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