RRepoGEO

REPOGEO REPORT · LITE

rotemweiss57/gpt-newspaper

Default branch master · commit b86aff2d · scanned 5/17/2026, 10:42:34 AM

GitHub: 1,467 stars · 208 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 relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ["gpt", "ai-agent", "personalized-news", "langchain", "langgraph", "autonomous-agent", "content-generation", "newspaper-generator", "llm-application"]
  • highreadme#2
    Emphasize the project's output and solution in the README intro

    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
    Welcome to the GPT Newspaper project, an innovative autonomous agent designed to create personalized newspapers tailored to user preferences. This project revolutionizes news consumption by leveraging AI to curate, write, design, and edit content, ultimately generating a complete, multi-page, visually formatted newspaper.
  • mediumhomepage#3
    Update homepage URL to reflect the project or a demo

    Why:

    CURRENT
    https://tavily.com
    COPY-PASTE FIX
    https://github.com/rotemweiss57/gpt-newspaper

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
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. OpenAI GPT-4 · recommended 1×
  3. Anthropic Claude 3 · recommended 1×
  4. Pinecone · recommended 1×
  5. Weaviate · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent to generate personalized news content for users?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. OpenAI GPT-4
    3. Anthropic Claude 3
    4. Pinecone
    5. Weaviate
    6. Qdrant
    7. Hugging Face Transformers
    8. spaCy
    9. Apache Kafka
    10. RabbitMQ
    11. Beautiful Soup
    12. Scrapy
    13. FastAPI
    14. Flask
    15. PostgreSQL
    16. MongoDB

    AI recommended 16 alternatives but never named rotemweiss57/gpt-newspaper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are frameworks for building multi-agent AI systems to automate content creation workflows?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. CrewAI
    4. Haystack
    5. LlamaIndex
    6. Mirasol

    AI recommended 6 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?

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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