REPOGEO REPORT · LITE

EvanZhouDev/open-genmoji

Default branch main · commit 8563c377 · scanned 6/6/2026, 9:58:11 AM

GitHub: 642 stars · 46 forks

AI VISIBILITY SCORE

22 /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

1 / 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 EvanZhouDev/open-genmoji, 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 emphasize emoji-specific generation

Why:

CURRENT

<p align="center">
  <a href="https://huggingface.co/EvanZhouDev/open-genmoji">HuggingFace</a> | <a href="#quickstart">Quickstart</a> | <a href="#tutorial">Tutorial</a> | <a href="https://www.youtube.com/watch?v=vOVDyRIS09k">Making Open Genmoji (Video)</a>
</p>

## What is Open Genmoji?

COPY-PASTE FIX

<p align="center">
  <a href="https://huggingface.co/EvanZhouDev/open-genmoji">HuggingFace</a> | <a href="#quickstart">Quickstart</a> | <a href="#tutorial">Tutorial</a> | <a href="https://www.youtube.com/watch?v=vOVDyRIS09k">Making Open Genmoji (Video)</a>
</p>

Open Genmoji is an open-source, cross-platform generative AI tool specifically for creating custom emojis from text prompts, replicating Apple's Genmoji feature.

## What is Open Genmoji?

highlicense#2

Add a LICENSE file to the repository

Why:

CURRENT

(no LICENSE file detected — the repo has no recognizable license)

COPY-PASTE FIX

Create a `LICENSE` file in the repository root with the text of the MIT License.

mediumtopics#3
Add more specific topics to improve categorization
Why:
CURRENT
```
ai, emoji, genmoji
```
COPY-PASTE FIX
```
ai, emoji, genmoji, text-to-emoji, generative-emoji, open-source-genmoji, cross-platform
```

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 EvanZhouDev/open-genmoji

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Stable Diffusion

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Stable Diffusion · recommended 2×
AUTOMATIC1111/stable-diffusion-webui · recommended 2×
comfyanonymous/ComfyUI · recommended 2×
huggingface/diffusers · recommended 1×
lllyasviel/Fooocus · recommended 1×

CATEGORY QUERY
How can I generate custom emojis using open-source artificial intelligence models?
you: not recommended
AI recommended (in order):
1. Stable Diffusion
2. Hugging Face Diffusers (huggingface/diffusers)
3. Automatic1111 (AUTOMATIC1111/stable-diffusion-webui)
4. ComfyUI (comfyanonymous/ComfyUI)
5. Fooocus (lllyasviel/Fooocus)
6. InvokeAI (invoke-ai/InvokeAI)
7. Krita (Krita-Foundation/Krita)
8. Pixray (pixray/pixray)
AI recommended 8 alternatives but never named EvanZhouDev/open-genmoji. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a cross-platform tool to create unique emojis with artificial intelligence.
you: not recommended
AI recommended (in order):
1. Emoji Kitchen
2. Midjourney
3. DALL-E 3
4. ChatGPT Plus
5. Stable Diffusion
6. Automatic1111 (AUTOMATIC1111/stable-diffusion-webui)
7. ComfyUI (comfyanonymous/ComfyUI)
8. Fotor
9. Canva
AI recommended 9 alternatives but never named EvanZhouDev/open-genmoji. 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 EvanZhouDev/open-genmoji?
pass
AI did not name EvanZhouDev/open-genmoji — 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 EvanZhouDev/open-genmoji in production, what risks or prerequisites should they evaluate first?
pass
AI named EvanZhouDev/open-genmoji 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 EvanZhouDev/open-genmoji solve, and who is the primary audience?
pass
AI did not name EvanZhouDev/open-genmoji — 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?

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MARKDOWN (README)

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HTML

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EvanZhouDev/open-genmoji — 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