REPOGEO REPORT · LITE

protospatial/NodeToCode

Default branch main · commit cb1483a3 · scanned 6/3/2026, 12:02:21 PM

GitHub: 728 stars · 103 forks

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 protospatial/NodeToCode, 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

Reposition README opening to differentiate from Blueprint Nativization

Why:

CURRENT

Transform Blueprints to Code in Seconds. Not Hours. **Node to Code** transforms your Unreal Engine Blueprint graphs into clean, structured C++ with a single click. Stop spending hours on tedious manual conversions, struggling to explain complex visual logic, or navigating sprawling Blueprint systems. This LLM-powered plugin bridges the Blueprint-to-code gap, whether you're optimizing performance, improving collaboration, or learning/teaching the Unreal Engine C++ API.

COPY-PASTE FIX

Transform Blueprints to C++ Code in Seconds. Not Hours. **Node to Code** is an LLM-powered plugin that transforms your Unreal Engine Blueprint graphs into clean, structured C++ with a single click. Unlike Blueprint Nativization which compiles Blueprints into native code, Node to Code *translates* them into human-readable, maintainable C++ source files. Stop spending hours on tedious manual conversions, struggling to explain complex visual logic, or navigating sprawling Blueprint systems. This tool bridges the Blueprint-to-code gap, whether you're optimizing performance, improving collaboration, or learning/teaching the Unreal Engine C++ API.

hightopics#2

Add relevant topics to improve categorization

Why:

COPY-PASTE FIX

unreal-engine, blueprints, cplusplus, code-generation, llm, ai-tools, game-development, refactoring, unreal-engine-plugin

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://protospatial.github.io/NodeToCode/
```

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 protospatial/NodeToCode

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Blueprint Nativization

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Blueprint Nativization · recommended 2×
Unreal Engine's C++ API · recommended 1×
UnrealHeaderTool · recommended 1×
Unreal Insights · recommended 1×
Visual Studio Profiler · recommended 1×

CATEGORY QUERY
What tools can help me automatically convert Unreal Engine Blueprints into C++ source code?
you: not recommended
AI recommended (in order):
1. Blueprint Nativization
AI recommended 1 alternative but never named protospatial/NodeToCode. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a fast way to refactor Unreal Engine visual scripting into optimized C++ for better performance.
you: not recommended
AI recommended (in order):
1. Unreal Engine's C++ API
2. Blueprint Nativization
3. UnrealHeaderTool
4. Unreal Insights
5. Visual Studio Profiler
6. RenderDoc
7. Unreal Engine Documentation
8. Unreal Engine Community Forums
9. Discord communities
AI recommended 9 alternatives but never named protospatial/NodeToCode. 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 protospatial/NodeToCode?
pass
AI named protospatial/NodeToCode explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts protospatial/NodeToCode in production, what risks or prerequisites should they evaluate first?
pass
AI named protospatial/NodeToCode 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 protospatial/NodeToCode solve, and who is the primary audience?
pass
AI named protospatial/NodeToCode 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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Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/protospatial/NodeToCode.svg)](https://repogeo.com/en/r/protospatial/NodeToCode)

HTML

<a href="https://repogeo.com/en/r/protospatial/NodeToCode"><img src="https://repogeo.com/badge/protospatial/NodeToCode.svg" alt="RepoGEO" /></a>

Pro

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protospatial/NodeToCode — 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