REPOGEO REPORT · LITE

antimatter15/splat

Default branch main · commit ba182b51 · scanned 5/17/2026, 7:08:58 AM

GitHub: 2,978 stars · 323 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

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 antimatter15/splat, 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 the repository

Why:

COPY-PASTE FIX

3d-gaussian-splatting, webgl, real-time-rendering, radiance-fields, 3d-viewer, javascript

highreadme#2

Reposition README's opening sentence for clarity and keyword alignment

Why:

CURRENT

# splat

This is a WebGL implementation of a real-time renderer for 3D Gaussian Splatting for Real-Time Radiance Field Rendering, a recently developed technique for taking a set of pictures and generating a photorealistic navigable 3D scene out of it.

COPY-PASTE FIX

# splat

**antimatter15/splat is an efficient, real-time WebGL viewer for 3D Gaussian Splatting, enabling photorealistic 3D scenes generated from images to be displayed directly in a web browser.** This project implements a real-time renderer for 3D Gaussian Splatting for Real-Time Radiance Field Rendering, a recently developed technique for taking a set of pictures and generating a photorealistic navigable 3D scene out of it.

mediumreadme#3

Explicitly highlight core differentiators in the README

Why:

COPY-PASTE FIX

Add a new section, e.g., after the intro paragraph:

## Key Differentiators

- **Efficient WebGL Rendering:** Leveraging 3D Gaussian Splatting as an extension of rendering point clouds, splat achieves very efficient real-time rendering directly in the browser on ordinary graphics hardware.
- **Accessible & Lightweight:** Unlike prior comparable techniques such as NeRFs, splat provides a highly performant solution without requiring specialized hardware or complex setups.

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 antimatter15/splat

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Luma AI

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Luma AI · recommended 2×
Spline · recommended 2×
Three.js · recommended 2×
PlayCanvas · recommended 2×
Babylon.js · recommended 2×

CATEGORY QUERY
How to display photorealistic 3D scenes generated from images in a web browser?
you: not recommended
AI recommended (in order):
1. Luma AI
2. Spline
3. Three.js
4. PlayCanvas
5. Babylon.js
6. A-Frame
AI recommended 6 alternatives but never named antimatter15/splat. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are efficient real-time web-based rendering solutions for 3D radiance fields?
you: not recommended
AI recommended (in order):
1. Luma AI
2. Three.js
3. PlayCanvas
4. Babylon.js
5. Spline
6. gl-matrix
AI recommended 6 alternatives but never named antimatter15/splat. 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 antimatter15/splat?
pass
AI named antimatter15/splat explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts antimatter15/splat in production, what risks or prerequisites should they evaluate first?
pass
AI named antimatter15/splat 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 antimatter15/splat solve, and who is the primary audience?
pass
AI did not name antimatter15/splat — 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?

Embed your GEO score

Drop this badge into the README of antimatter15/splat. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/antimatter15/splat.svg)](https://repogeo.com/en/r/antimatter15/splat)

HTML

<a href="https://repogeo.com/en/r/antimatter15/splat"><img src="https://repogeo.com/badge/antimatter15/splat.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

antimatter15/splat — 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