REPOGEO REPORT · LITE

hiroi-sora/Umi-OCR_plugins

Default branch main · commit a07d80ad · scanned 6/14/2026, 1:52:46 PM

GitHub: 584 stars · 59 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 hiroi-sora/Umi-OCR_plugins, 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 the README's opening paragraph to clarify its role as a plugin repository for a desktop application
Why:
CURRENT
```
这里是存放开源软件 Umi-OCR 的插件的仓库。
```
COPY-PASTE FIX
```
这里是开源桌面OCR软件 Umi-OCR 的官方插件仓库，提供多种OCR引擎和功能扩展。
```
hightopics#2
Add more specific topics to improve categorization
Why:
CURRENT
```
umi-ocr
```
COPY-PASTE FIX
```
umi-ocr, ocr-plugins, desktop-app, text-recognition, computer-vision, plugin-architecture
```
mediumhomepage#3
Add the main Umi-OCR repository as the homepage URL
Why:
COPY-PASTE FIX
```
https://github.com/hiroi-sora/Umi-OCR
```

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 hiroi-sora/Umi-OCR_plugins

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Tesseract OCR

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Tesseract OCR · recommended 2×
PaddleOCR · recommended 2×
OCRopus · recommended 1×
GOCR · recommended 1×
Ocrad · recommended 1×

CATEGORY QUERY
Where can I find open-source OCR engine plugins for desktop applications?
you: not recommended
AI recommended (in order):
1. Tesseract OCR
2. PaddleOCR
3. OCRopus
4. GOCR
5. Ocrad
AI recommended 5 alternatives but never named hiroi-sora/Umi-OCR_plugins. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking lightweight offline text recognition components with broad CPU compatibility.
you: not recommended
AI recommended (in order):
1. Tesseract OCR
2. PaddleOCR
3. EasyOCR
4. ONNX Runtime
5. OpenCV
AI recommended 5 alternatives but never named hiroi-sora/Umi-OCR_plugins. 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 hiroi-sora/Umi-OCR_plugins?
pass
AI did not name hiroi-sora/Umi-OCR_plugins — 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 hiroi-sora/Umi-OCR_plugins in production, what risks or prerequisites should they evaluate first?
pass
AI named hiroi-sora/Umi-OCR_plugins 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 hiroi-sora/Umi-OCR_plugins solve, and who is the primary audience?
pass
AI did not name hiroi-sora/Umi-OCR_plugins — 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 hiroi-sora/Umi-OCR_plugins. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/hiroi-sora/Umi-OCR_plugins.svg)](https://repogeo.com/en/r/hiroi-sora/Umi-OCR_plugins)

HTML

<a href="https://repogeo.com/en/r/hiroi-sora/Umi-OCR_plugins"><img src="https://repogeo.com/badge/hiroi-sora/Umi-OCR_plugins.svg" alt="RepoGEO" /></a>

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hiroi-sora/Umi-OCR_plugins — 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