REPOGEO REPORT · LITE

Lucchetto/SuperImage

Default branch master · commit a2788175 · scanned 5/13/2026, 10:17:20 PM

GitHub: 1,614 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 Lucchetto/SuperImage, 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 clarify identity and combat misidentification

Why:

CURRENT

# SuperImage
**Sharpen your low-resolution pictures with the power of AI upscaling**<br/><br/>
SuperImage is a neural network based image upscaling application for Android built with the MNN deep learning framework and Real-ESRGAN.<br/><br/>

COPY-PASTE FIX

# SuperImage: AI Image Upscaling App for Android
**SuperImage is a standalone Android application that uses AI to sharpen and enhance your low-resolution pictures directly on your device.** It is NOT an image generation tool, a library for integration, or a security project. Built with the MNN deep learning framework and Real-ESRGAN, SuperImage processes images in tiles on your device's GPU.

mediumreadme#2

Add a 'Key Features' section to highlight user benefits

Why:

COPY-PASTE FIX

## ✨ Key Features
- **Offline Processing:** All image upscaling happens directly on your Android device, ensuring privacy and no data upload.
- **High-Quality AI Models:** Leverages the powerful Real-ESRGAN model for superior sharpening and enhancement.
- **GPU Accelerated:** Utilizes your device's GPU (Vulkan or OpenCL) for fast, efficient processing.
- **User-Friendly Interface:** A dedicated Android application designed for ease of use.
- **Supports Android 7+:** Wide compatibility with modern Android devices.

lowhomepage#3
Add the Google Play Store link as the repository homepage
Why:
COPY-PASTE FIX
```
https://play.google.com/store/apps/details?id=com.zhenxiang.superimage
```

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 Lucchetto/SuperImage

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

upscayl/upscayl

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

upscayl/upscayl · recommended 1×
TencentARC/Real-ESRGAN · recommended 1×
tensorflow/tensorflow · recommended 1×
microsoft/onnxruntime · recommended 1×
DeepAI Image Upscaler API · recommended 1×

CATEGORY QUERY
How can I integrate AI image upscaling capabilities into my Android mobile app?
you: not recommended
AI recommended (in order):
1. Upscayl (upscayl/upscayl)
2. Real-ESRGAN (TencentARC/Real-ESRGAN)
3. TensorFlow Lite (tensorflow/tensorflow)
4. ONNX Runtime (microsoft/onnxruntime)
5. DeepAI Image Upscaler API
6. Waifu2x (nagadomi/waifu2x)
7. Google Cloud AI Platform
8. ESRGAN (xinntao/ESRGAN)
AI recommended 8 alternatives but never named Lucchetto/SuperImage. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an on-device solution to sharpen and enhance low-resolution photos on Android.
you: not recommended
AI recommended (in order):
1. Remini - AI Photo Enhancer
2. EnhanceFox - AI Photo Enhancer
3. Fotor Photo Editor
4. Snapseed
5. YouCam Enhance - AI Photo Editor
6. PicsArt AI Photo Editor, Video
AI recommended 6 alternatives but never named Lucchetto/SuperImage. 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 Lucchetto/SuperImage?
pass
AI named Lucchetto/SuperImage explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Lucchetto/SuperImage in production, what risks or prerequisites should they evaluate first?
pass
AI named Lucchetto/SuperImage 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 Lucchetto/SuperImage solve, and who is the primary audience?
pass
AI named Lucchetto/SuperImage 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/Lucchetto/SuperImage.svg)](https://repogeo.com/en/r/Lucchetto/SuperImage)

HTML

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

Pro

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Lucchetto/SuperImage — 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