RRepoGEO

REPOGEO REPORT · LITE

tldraw/make-real-starter

Default branch main · commit 81baa9bd · scanned 5/14/2026, 4:02:41 AM

GitHub: 1,534 stars · 253 forks

AI VISIBILITY SCORE
28 /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
2 / 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 tldraw/make-real-starter, 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 relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-code-generation, ui-generation, sketch-to-code, tldraw, openai, gpt, react, template, starter-kit, infinite-canvas
  • highabout#2
    Update repository description for clarity and keywords

    Why:

    CURRENT
    Make it real
    COPY-PASTE FIX
    A starter template for building AI-powered applications that convert tldraw sketches into interactive HTML UI components.
  • mediumreadme#3
    Strengthen README opening to clarify template's purpose

    Why:

    CURRENT
    # Make Real

Use this repo as a template to create Make Real style apps like
makereal.tldraw.com.
    COPY-PASTE FIX
    # Make Real Starter: AI-Powered Sketch-to-Code Template

This repository provides a template for developers to quickly build AI-powered applications that transform tldraw sketches into functional web UI components (HTML, Tailwind CSS, JS). Use it as a starting point to create your own "Make Real" style apps like makereal.tldraw.com.

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 tldraw/make-real-starter
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Uizard
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Uizard · recommended 2×
  2. Figma · recommended 2×
  3. Anima · recommended 2×
  4. Sketch2Code · recommended 1×
  5. Magician · recommended 1×
  • CATEGORY QUERY
    How to convert hand-drawn UI mockups into interactive HTML components using AI?
    you: not recommended
    AI recommended (in order):
    1. Sketch2Code
    2. Uizard
    3. Figma
    4. Magician
    5. Anima
    6. Adalo
    7. Bubble
    8. GPT-4
    9. Claude
    10. Pix2Code

    AI recommended 10 alternatives but never named tldraw/make-real-starter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow generating UI code from sketches on an infinite canvas with AI?
    you: not recommended
    AI recommended (in order):
    1. Figma
    2. Builder.io's Figma-to-Code
    3. Anima
    4. Uizard
    5. Microsoft Sketch2Code
    6. Durable.co
    7. Locofy.ai
    8. TeleportHQ

    AI recommended 8 alternatives but never named tldraw/make-real-starter. 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 tldraw/make-real-starter?
    pass
    AI did not name tldraw/make-real-starter — likely talking about a different project

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

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

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

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tldraw/make-real-starter — 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