REPOGEO REPORT · LITE

raphael-seo/Versatile-OCR-Program

Default branch main · commit 8a549456 · scanned 6/8/2026, 1:17:41 AM

GitHub: 682 stars · 50 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 raphael-seo/Versatile-OCR-Program, 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

Clarify the current project's nature and unique value for ML training in the README's opening

Why:

CURRENT

The current README immediately follows the H1 with version info and then a 'COMING SOON' section, potentially obscuring the current project's core identity.

COPY-PASTE FIX

Insert a concise paragraph immediately after the H1 and before the 'v3.0_initial' section, explicitly stating: 'This repository provides a robust, multi-modal OCR *pipeline* designed specifically for generating high-quality datasets for *machine learning training*. Unlike generic OCR tools, it excels at extracting complex content like figures, diagrams, tables, and mathematical equations, making it ideal for academic and research data preparation.'

highreadme#2

Add a clear license statement to the README

Why:

COPY-PASTE FIX

Add a section to the README, for example: '## License
This project is licensed under [State the specific license(s) here, e.g., 'a custom license combining elements of X and Y']. Please refer to the `LICENSE` file for full details.'

mediumabout#3

Add a homepage URL to the repository's About section

Why:

COPY-PASTE FIX

Set the homepage URL to `https://github.com/raphael-seo/Versatile-OCR-Program` (or a dedicated project website if one exists).

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 raphael-seo/Versatile-OCR-Program

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Google Cloud Vision AI

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Google Cloud Vision AI · recommended 2×
Amazon Textract · recommended 2×
Microsoft Azure Form Recognizer · recommended 1×
Tesseract OCR · recommended 1×
OpenCV · recommended 1×

CATEGORY QUERY
Need an OCR solution for extracting diverse content from documents for machine learning.
you: not recommended
AI recommended (in order):
1. Google Cloud Vision AI
2. Amazon Textract
3. Microsoft Azure Form Recognizer
4. Tesseract OCR
5. OpenCV
6. ABBYY FineReader Engine
7. PaddleOCR
AI recommended 7 alternatives but never named raphael-seo/Versatile-OCR-Program. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an OCR tool to accurately parse tables, math, and diagrams from research papers.
you: not recommended
AI recommended (in order):
1. Mathpix Snip
2. Adobe Acrobat Pro DC
3. Tesseract OCR (tesseract-ocr/tesseract)
4. Google Cloud Vision AI
5. Amazon Textract
6. ABBYY FineReader PDF
AI recommended 6 alternatives but never named raphael-seo/Versatile-OCR-Program. 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 raphael-seo/Versatile-OCR-Program?
pass
AI did not name raphael-seo/Versatile-OCR-Program — 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 raphael-seo/Versatile-OCR-Program in production, what risks or prerequisites should they evaluate first?
pass
AI named raphael-seo/Versatile-OCR-Program 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 raphael-seo/Versatile-OCR-Program solve, and who is the primary audience?
pass
AI did not name raphael-seo/Versatile-OCR-Program — 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 raphael-seo/Versatile-OCR-Program. 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/raphael-seo/Versatile-OCR-Program.svg)](https://repogeo.com/en/r/raphael-seo/Versatile-OCR-Program)

HTML

<a href="https://repogeo.com/en/r/raphael-seo/Versatile-OCR-Program"><img src="https://repogeo.com/badge/raphael-seo/Versatile-OCR-Program.svg" alt="RepoGEO" /></a>

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raphael-seo/Versatile-OCR-Program — 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