REPOGEO REPORT · LITE

AakashKumarNain/annotated_research_papers

Default branch master · commit 43061b9e · scanned 6/19/2026, 11:22:38 PM

GitHub: 2,786 stars · 270 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

28 /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

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 AakashKumarNain/annotated_research_papers, 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 README's opening statement to emphasize 'collection of annotated papers'

Why:

CURRENT

# Annotate Research Papers

## Why annotated papers?

Do you love reading research papers? Or do you want to read more research papers but find them intimidating? Or are you looking for annotated research papers that are much easier to understand?

COPY-PASTE FIX

# Annotated Research Papers: A Curated Collection

This repository offers a curated collection of research papers, meticulously annotated to simplify complex concepts and accelerate understanding for students, researchers, and ML engineers.

mediumhomepage#2
Add the repository URL as the homepage
Why:
COPY-PASTE FIX
```
https://github.com/AakashKumarNain/annotated_research_papers
```

lowtopics#3

Add 'paper-collection' and 'study-resource' to topics

Why:

CURRENT

annotations, deep-learning, machine-learning, research, research-paper

COPY-PASTE FIX

annotations, deep-learning, machine-learning, research, research-paper, paper-collection, study-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 AakashKumarNain/annotated_research_papers

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Papers With Code

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Papers With Code · recommended 2×
Distill.pub · recommended 2×
Two Minute Papers · recommended 2×
Annotated-ML-Papers · recommended 1×
Hacker News · recommended 1×

CATEGORY QUERY
Where can I find machine learning research papers with helpful annotations for better understanding?
you: not recommended
AI recommended (in order):
1. Papers With Code
2. Distill.pub
3. Annotated-ML-Papers
4. Hacker News
5. Reddit
6. Twitter
7. Towards Data Science
8. Analytics Vidhya
9. KDnuggets
10. Yannic Kilcher
11. Two Minute Papers
AI recommended 11 alternatives but never named AakashKumarNain/annotated_research_papers. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are good resources for annotated deep learning papers to keep up with the field?
you: not recommended
AI recommended (in order):
1. Papers With Code
2. Distill.pub
3. The Gradient
4. AI Explained
5. Two Minute Papers
6. DeepLearning.AI
7. The Batch
AI recommended 7 alternatives but never named AakashKumarNain/annotated_research_papers. 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 AakashKumarNain/annotated_research_papers?
pass
AI named AakashKumarNain/annotated_research_papers explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts AakashKumarNain/annotated_research_papers in production, what risks or prerequisites should they evaluate first?
pass
AI named AakashKumarNain/annotated_research_papers 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 AakashKumarNain/annotated_research_papers solve, and who is the primary audience?
pass
AI did not name AakashKumarNain/annotated_research_papers — 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

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MARKDOWN (README)

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AakashKumarNain/annotated_research_papers — 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