REPOGEO REPORT · LITE

rotemweiss57/gpt-newspaper

Default branch master · commit b86aff2d · scanned 6/28/2026, 12:58:08 PM

GitHub: 1,471 stars · 203 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

35 /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

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 rotemweiss57/gpt-newspaper, 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

hightopics#1

Add specific topics to improve categorization

Why:

COPY-PASTE FIX

ai-agent, personalized-news, news-generation, langchain, langgraph, gpt, autonomous-agents, content-automation, newspaper-layout, ai-application

highhomepage#2
Correct or remove misleading homepage URL
Why:
CURRENT
```
https://tavily.com
```
COPY-PASTE FIX
```
(none) (or set to the GitHub repo URL if no dedicated project site exists)
```

mediumreadme#3

Reposition README opening to emphasize 'complete application'

Why:

CURRENT

Welcome to the GPT Newspaper project, an innovative autonomous agent designed to create personalized newspapers tailored to user preferences. GPT Newspaper revolutionizes the way we consume news by leveraging the power of AI to curate, write, design, and edit content based on individual tastes and interests.

COPY-PASTE FIX

GPT Newspaper is a complete, ready-to-run AI application and example project, demonstrating an innovative autonomous agent designed to create personalized newspapers tailored to user preferences. Built with LangChain's new LangGraph Library, GPT Newspaper revolutionizes the way we consume news by leveraging the power of AI to curate, write, design, and edit content based on individual tastes and interests.

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 rotemweiss57/gpt-newspaper

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI GPT-4

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI GPT-4 · recommended 1×
GPT-3.5 Turbo · recommended 1×
Hugging Face Transformers · recommended 1×
Llama 2 · recommended 1×
Mistral 7B · recommended 1×

CATEGORY QUERY
How to build an AI agent that generates personalized news articles based on user interests?
you: not recommended
AI recommended (in order):
1. OpenAI GPT-4
2. GPT-3.5 Turbo
3. Hugging Face Transformers
4. Llama 2
5. Mistral 7B
6. Falcon
7. Pinecone
8. Weaviate
9. Chroma
10. Beautiful Soup
11. Scrapy
12. FastAPI
13. Flask
14. Redis
AI recommended 14 alternatives but never named rotemweiss57/gpt-newspaper. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a framework to automate content creation and newspaper layout with AI agents.
you: not recommended
AI recommended (in order):
1. OpenAI API
2. ReportLab (tito/reportlab)
3. Puppeteer (puppeteer/puppeteer)
4. LangChain (langchain-ai/langchain)
5. Hugging Face Models
6. Haystack (deepset-ai/haystack)
7. Adobe InDesign
8. Canva
9. Zapier
10. Make.com
11. QuarkXPress
AI recommended 11 alternatives but never named rotemweiss57/gpt-newspaper. 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 rotemweiss57/gpt-newspaper?
pass
AI named rotemweiss57/gpt-newspaper explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts rotemweiss57/gpt-newspaper in production, what risks or prerequisites should they evaluate first?
pass
AI named rotemweiss57/gpt-newspaper 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 rotemweiss57/gpt-newspaper solve, and who is the primary audience?
pass
AI named rotemweiss57/gpt-newspaper explicitly
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 rotemweiss57/gpt-newspaper. 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/rotemweiss57/gpt-newspaper.svg)](https://repogeo.com/en/r/rotemweiss57/gpt-newspaper)

HTML

<a href="https://repogeo.com/en/r/rotemweiss57/gpt-newspaper"><img src="https://repogeo.com/badge/rotemweiss57/gpt-newspaper.svg" alt="RepoGEO" /></a>

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rotemweiss57/gpt-newspaper — 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