REPOGEO REPORT · LITE

16131zzzzzzzz/EveryoneNobel

Default branch main · commit aeaddcab · scanned 5/17/2026, 6:12:58 PM

GitHub: 1,532 stars · 100 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

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 16131zzzzzzzz/EveryoneNobel, 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

Add a direct tagline under the README H1 to clarify the project's purpose.

Why:

CURRENT

<h1> &#127942 EveryoneNobel </h1>
</div>
<div align="center">
| **[Overview](#overview)** | **[News](#news)** | **[Requirements](#requirements)** | **[Quick Start](#quick-start)** | **[Contributors](#contributors)** |
</div>

COPY-PASTE FIX

<h1> &#127942 EveryoneNobel </h1>
A ComfyUI-powered application for generating personalized Nobel Prize images.
</div>
<div align="center">
| **[Overview](#overview)** | **[News](#news)** | **[Requirements](#requirements)** | **[Quick Start](#quick-start)** | **[Contributors](#contributors)** |
</div>

mediumtopics#2
Expand repository topics to include specific application and ComfyUI keywords.
Why:
CURRENT
```
comfyui, imagegeneration
```
COPY-PASTE FIX
```
comfyui, image-generation, ai-art, personalized-images, custom-images, comfyui-workflow, stable-diffusion-app
```
mediumhomepage#3
Add a homepage URL to the repository's About section.
Why:
COPY-PASTE FIX
```
https://github.com/16131zzzzzzzz/EveryoneNobel
```

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 16131zzzzzzzz/EveryoneNobel

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Bannerbear

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Bannerbear · recommended 1×
Cloudinary · recommended 1×
Imgix · recommended 1×
OpenAI DALL-E 3 · recommended 1×
Midjourney · recommended 1×

CATEGORY QUERY
How to create personalized images with dynamic text using an AI image generator?
you: not recommended
AI recommended (in order):
1. Bannerbear
2. Cloudinary
3. Imgix
4. OpenAI DALL-E 3
5. Midjourney
6. Stable Diffusion
7. Canva
AI recommended 7 alternatives but never named 16131zzzzzzzz/EveryoneNobel. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are good frameworks for integrating ComfyUI workflows into custom applications?
you: not recommended
AI recommended (in order):
1. ComfyUI Manager / ComfyUI API
2. ComfyUI-Client
3. LangChain
4. LlamaIndex
5. Node.js
6. node-fetch
7. ws
8. Python requests
9. websockets
10. Gradio
11. Streamlit
AI recommended 11 alternatives but never named 16131zzzzzzzz/EveryoneNobel. 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 16131zzzzzzzz/EveryoneNobel?
pass
AI named 16131zzzzzzzz/EveryoneNobel explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts 16131zzzzzzzz/EveryoneNobel in production, what risks or prerequisites should they evaluate first?
pass
AI named 16131zzzzzzzz/EveryoneNobel 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 16131zzzzzzzz/EveryoneNobel solve, and who is the primary audience?
pass
AI named 16131zzzzzzzz/EveryoneNobel 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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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/16131zzzzzzzz/EveryoneNobel.svg)](https://repogeo.com/en/r/16131zzzzzzzz/EveryoneNobel)

HTML

<a href="https://repogeo.com/en/r/16131zzzzzzzz/EveryoneNobel"><img src="https://repogeo.com/badge/16131zzzzzzzz/EveryoneNobel.svg" alt="RepoGEO" /></a>

Pro

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16131zzzzzzzz/EveryoneNobel — 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