REPOGEO REPORT · LITE

ahmetbersoz/chatgpt-prompts-for-academic-writing

Default branch main · commit 4029d941 · scanned 5/29/2026, 6:43:09 AM

GitHub: 4,689 stars · 381 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 ahmetbersoz/chatgpt-prompts-for-academic-writing, 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's opening to clarify it's a prompt collection, not an AI tool

Why:

CURRENT

In this repository, this list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

COPY-PASTE FIX

This repository offers a comprehensive, curated collection of ChatGPT prompts, specifically designed to help students, researchers, and academic professionals leverage AI models like ChatGPT for academic writing, research, and literature reviews. It serves as a powerful resource to maximize your use of AI, distinct from standalone AI writing tools.

highlicense#2

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

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

mediumhomepage#3

Add a homepage URL to the repository's About section

Why:

COPY-PASTE FIX

Set the homepage URL in the repository's 'About' section to `https://github.com/ahmetbersoz/chatgpt-prompts-for-academic-writing`.

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 ahmetbersoz/chatgpt-prompts-for-academic-writing

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Scite.ai

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Scite.ai · recommended 2×
ChatGPT · recommended 2×
Grammarly Premium · recommended 1×
QuillBot · recommended 1×
Jasper · recommended 1×

CATEGORY QUERY
What AI resources can help improve academic writing, style, and research paper structure?
you: not recommended
AI recommended (in order):
1. Grammarly Premium
2. QuillBot
3. Jasper
4. Copy.ai
5. Scite.ai
6. Elicit.org
7. ChatGPT
8. GPT-4
9. Paperpal
AI recommended 9 alternatives but never named ahmetbersoz/chatgpt-prompts-for-academic-writing. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How can I use AI to efficiently conduct literature reviews and extract themes from research papers?
you: not recommended
AI recommended (in order):
1. Elicit
2. Scite.ai
3. Connected Papers
4. Semantic Scholar
5. ResearchRabbit
6. ChatGPT
7. Claude
8. Gemini
9. NVivo
AI recommended 9 alternatives but never named ahmetbersoz/chatgpt-prompts-for-academic-writing. 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 ahmetbersoz/chatgpt-prompts-for-academic-writing?
pass
AI did not name ahmetbersoz/chatgpt-prompts-for-academic-writing — 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 ahmetbersoz/chatgpt-prompts-for-academic-writing in production, what risks or prerequisites should they evaluate first?
pass
AI named ahmetbersoz/chatgpt-prompts-for-academic-writing 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 ahmetbersoz/chatgpt-prompts-for-academic-writing solve, and who is the primary audience?
pass
AI did not name ahmetbersoz/chatgpt-prompts-for-academic-writing — 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 ahmetbersoz/chatgpt-prompts-for-academic-writing. 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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