REPOGEO REPORT · LITE

wangdongdut/PaperWriting

Default branch master · commit d73ba996 · scanned 6/10/2026, 1:28:23 AM

GitHub: 681 stars · 128 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

23 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 0 warn · 1 fail

Objective metadata checks

AI knows your name

2 / 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 wangdongdut/PaperWriting, 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 statement for clarity

Why:

CURRENT

本页为DUT-ICE《深度学习》《深度学习与算法设计》《科技论文写作》等课程教学收集，教学/科研目的可随意转载，水平有限，不足之处见谅.

COPY-PASTE FIX

This repository serves as a comprehensive collection of resources, guidelines, and templates for academic paper writing, research, and presentations, specifically curated for courses like Deep Learning and Scientific Paper Writing at DUT-ICE. It aims to support students and researchers in effectively navigating the academic publication process.

highabout#2

Add a concise English description for the repository

Why:

COPY-PASTE FIX

A comprehensive collection of resources, guidelines, and templates for academic paper writing, research, and presentations, primarily for students and researchers in deep learning and related fields.

highlicense#3

Add a LICENSE file to clarify usage rights

Why:

COPY-PASTE FIX

Create a LICENSE file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that best suits the project's intent.

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 wangdongdut/PaperWriting

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Purdue OWL

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Purdue OWL · recommended 1×
The Craft of Research · recommended 1×
They Say / I Say · recommended 1×
University Writing Center Websites · recommended 1×
Google Scholar · recommended 1×

CATEGORY QUERY
Where can I find comprehensive resources and guidelines for writing academic research papers effectively?
you: not recommended
AI recommended (in order):
1. Purdue OWL
2. The Craft of Research
3. They Say / I Say
4. University Writing Center Websites
5. Google Scholar
6. Zotero
7. Mendeley
8. EndNote
AI recommended 8 alternatives but never named wangdongdut/PaperWriting. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best practices for preparing conference submissions, including rebuttal and presentation tips?
you: not recommended
AI recommended (in order):
1. Grammarly
2. ProWritingAid
3. LaTeX
4. IEEEtran
5. ACM SIGCHI
6. Springer LNCS
7. Microsoft Word
8. Microsoft PowerPoint
9. Google Slides
10. Apple Keynote
11. LaTeX Beamer
12. Adobe Illustrator
13. LaTeX Beamerposter
AI recommended 13 alternatives but never named wangdongdut/PaperWriting. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
fail
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 wangdongdut/PaperWriting?
pass
AI named wangdongdut/PaperWriting explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts wangdongdut/PaperWriting in production, what risks or prerequisites should they evaluate first?
pass
AI named wangdongdut/PaperWriting 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 wangdongdut/PaperWriting solve, and who is the primary audience?
pass
AI did not name wangdongdut/PaperWriting — 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 wangdongdut/PaperWriting. 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/wangdongdut/PaperWriting.svg)](https://repogeo.com/en/r/wangdongdut/PaperWriting)

HTML

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

Pro

Subscribe to Pro for deep diagnoses

wangdongdut/PaperWriting — 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