REPOGEO REPORT · LITE

tldraw/make-real-starter

Default branch main · commit 81baa9bd · scanned 6/24/2026, 3:52:47 PM

GitHub: 1,535 stars · 252 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 for AI-powered UI generation starter kits
Why:
COPY-PASTE FIX
```
ai, llm, gpt, ui-generation, sketch-to-code, tldraw, react, starter-kit, template, canvas
```

highreadme#2

Clarify the repository's purpose as an AI UI generation starter kit in the opening

Why:

CURRENT

# Make Real

Use this repo as a template to create Make Real style apps like
makereal.tldraw.com. To get started:

COPY-PASTE FIX

# Make Real Starter Kit: Build AI-Powered UI Generation Apps

Use this repository as a template to quickly create your own AI-powered applications that transform visual UI mockups or drawings into functional HTML code, similar to makereal.tldraw.com. This starter kit provides the foundation for building interactive canvas experiences that leverage large language models (LLMs) like GPT for UI generation. To get started:

mediumabout#3

Update the repository description to be more specific

Why:

CURRENT

Make it real

COPY-PASTE FIX

A starter kit and template for building AI-powered applications that transform visual UI mockups or drawings into functional HTML code on an interactive canvas.

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

Of all named tools, what % are you?

Top rival

Locofy.ai

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Locofy.ai · recommended 1×
Anima · recommended 1×
Framer · recommended 1×
TeleportHQ · recommended 1×
Pinegrow Web Editor · recommended 1×

CATEGORY QUERY
What tools can transform visual UI mockups or drawings into functional HTML code?
you: not recommended
AI recommended (in order):
1. Locofy.ai
2. Anima
3. Framer
4. TeleportHQ
5. Pinegrow Web Editor
6. Webflow
7. Uizard
AI recommended 7 alternatives but never named tldraw/make-real-starter. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a framework for building an interactive canvas to generate UI components with AI.
you: not recommended
AI recommended (in order):
1. React Flow
2. Konva.js
3. React Konva
4. Fabric.js
5. P5.js
6. D3.js
7. PixiJS
AI recommended 7 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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Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/tldraw/make-real-starter.svg)](https://repogeo.com/en/r/tldraw/make-real-starter)

HTML

<a href="https://repogeo.com/en/r/tldraw/make-real-starter"><img src="https://repogeo.com/badge/tldraw/make-real-starter.svg" alt="RepoGEO" /></a>

Pro

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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