REPOGEO REPORT · LITE

nashory/gans-awesome-applications

Default branch master · commit f034092a · scanned 5/22/2026, 7:03:00 PM

GitHub: 5,100 stars · 818 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

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 nashory/gans-awesome-applications, 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

Emphasize 'awesome list' and 'applications' in README's opening

Why:

CURRENT

# gans-awesome-applications
Curated list of awesome GAN applications and demonstrations.

COPY-PASTE FIX

# gans-awesome-applications
A curated, categorized awesome list of real-world Generative Adversarial Network (GAN) applications and demonstrations.

highlicense#2

Add a LICENSE file to clarify usage rights

Why:

CURRENT

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

COPY-PASTE FIX

Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root to clearly state the terms of use.

mediumtopics#3

Add 'awesome-list' and 'resource' to topics

Why:

CURRENT

applications, curated-list, demonstration, generative-adversarial-network, github, papers

COPY-PASTE FIX

applications, awesome-list, curated-list, demonstration, generative-adversarial-network, github, papers, resource

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 nashory/gans-awesome-applications

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Artbreeder

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Artbreeder · recommended 2×
StyleGAN · recommended 2×
Pix2Pix · recommended 2×
CycleGAN · recommended 2×
This Person Does Not Exist · recommended 1×

CATEGORY QUERY
Where can I find real-world applications and demonstrations of generative adversarial networks?
you: not recommended
AI recommended (in order):
1. Artbreeder
2. This Person Does Not Exist
3. StyleGAN
4. GauGAN
5. Google Arts & Culture
6. PoseNet
7. Blob Opera
8. Pix2Pix
9. CycleGAN
10. DALL-E mini/Craiyon
11. Papers With Code
12. Two Minute Papers
13. AI Explained
AI recommended 13 alternatives but never named nashory/gans-awesome-applications. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are some interesting and diverse applications of generative adversarial networks in various fields?
you: not recommended
AI recommended (in order):
1. StyleGAN
2. Pix2Pix
3. CycleGAN
4. AC-GAN
5. CT-GAN
6. MedGAN
7. MolGAN
8. MatGAN
9. VideoGAN
10. PredNet
11. Artbreeder
12. DeepDream
13. SRGAN
14. ESRGAN
AI recommended 14 alternatives but never named nashory/gans-awesome-applications. 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 nashory/gans-awesome-applications?
pass
AI did not name nashory/gans-awesome-applications — 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 nashory/gans-awesome-applications in production, what risks or prerequisites should they evaluate first?
pass
AI named nashory/gans-awesome-applications 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 nashory/gans-awesome-applications solve, and who is the primary audience?
pass
AI did not name nashory/gans-awesome-applications — 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 nashory/gans-awesome-applications. 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/nashory/gans-awesome-applications.svg)](https://repogeo.com/en/r/nashory/gans-awesome-applications)

HTML

<a href="https://repogeo.com/en/r/nashory/gans-awesome-applications"><img src="https://repogeo.com/badge/nashory/gans-awesome-applications.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

nashory/gans-awesome-applications — 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