REPOGEO REPORT · LITE

14790897/paper-ai

Default branch main · commit f5b6b7b4 · scanned 5/30/2026, 9:07:03 AM

GitHub: 1,685 stars · 192 forks

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 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 14790897/paper-ai, 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 H1 to clearly state the repo's function as an AI paper generator
Why:
CURRENT
```
<h1>paper-ai</h1>
```
COPY-PASTE FIX
```
<h1>paper-ai: AI-powered Academic Paper Generator with Real Literature Citations</h1>
```
mediumtopics#2
Add more specific topics related to AI academic writing and literature integration
Why:
CURRENT
```
ai, paper
```
COPY-PASTE FIX
```
ai, paper, academic-writing, literature-review, citation-management, research-tool, generative-ai, scholarly-publishing
```
lowreadme#3
Explicitly state the MIT license in the README
Why:
COPY-PASTE FIX
```
## License
This project is licensed under the MIT License.
```

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 14790897/paper-ai

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×
Connected Papers · recommended 2×
Paperpile · recommended 2×
Zotero · recommended 2×
Mendeley · recommended 2×

CATEGORY QUERY
What AI tools can help me write academic papers and integrate relevant research literature?
you: not recommended
AI recommended (in order):
1. Elicit
2. Scite.ai
3. Connected Papers
4. Semantic Scholar
5. ChatGPT
6. QuillBot
7. Paperpile
8. Zotero
9. Mendeley
AI recommended 9 alternatives but never named 14790897/paper-ai. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How to automate literature review and generate accurate citations for scientific papers?
you: not recommended
AI recommended (in order):
1. Zotero
2. Mendeley
3. EndNote
4. Paperpile
5. Connected Papers
6. ResearchRabbit
7. Scite.ai
AI recommended 7 alternatives but never named 14790897/paper-ai. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
pass
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 14790897/paper-ai?
pass
AI named 14790897/paper-ai explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts 14790897/paper-ai in production, what risks or prerequisites should they evaluate first?
pass
AI named 14790897/paper-ai 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 14790897/paper-ai solve, and who is the primary audience?
pass
AI named 14790897/paper-ai explicitly
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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HTML

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite