RRepoGEO

REPOGEO REPORT · LITE

iliane5/meridian

Default branch main · commit efdaa7c1 · scanned 5/28/2026, 5:24:00 PM

GitHub: 2,413 stars · 433 forks

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 iliane5/meridian, 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 the repository

    Why:

    COPY-PASTE FIX
    news-aggregator, ai-summarization, personalized-news, intelligence-briefs, open-source-intelligence, llm, web-scraper, full-stack, nuxt, go
  • highreadme#2
    Explicitly state Meridian is a self-hostable application in the README's opening

    Why:

    CURRENT
    Meridian cuts through news noise by scraping hundreds of sources, analyzing stories with AI, and delivering concise, personalized daily briefs.
    COPY-PASTE FIX
    Meridian is an open-source, self-hostable application that cuts through news noise by scraping hundreds of sources, analyzing stories with AI, and delivering concise, personalized daily briefs.
  • mediumreadme#3
    Add a section differentiating Meridian from common alternatives

    Why:

    COPY-PASTE FIX
    Add a new section (e.g., 'Why Meridian?') that clarifies its position as an open-source, self-hostable, AI-powered intelligence briefing application, distinct from raw scraping libraries (like Beautiful Soup) or expensive commercial platforms (like Feedly for Teams).

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 iliane5/meridian
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Beautiful Soup 4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Beautiful Soup 4 · recommended 1×
  2. requests · recommended 1×
  3. Scrapy · recommended 1×
  4. Puppeteer · recommended 1×
  5. Hugging Face Transformers · recommended 1×
  • CATEGORY QUERY
    How to build a personalized news digest service with AI summarization and source scraping?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup 4
    2. requests
    3. Scrapy
    4. Puppeteer
    5. Hugging Face Transformers
    6. BART
    7. T5
    8. Pegasus
    9. DistilBERT
    10. OpenAI API
    11. gpt-3.5-turbo
    12. gpt-4
    13. NLTK
    14. PostgreSQL
    15. Redis
    16. Django
    17. Flask
    18. Celery
    19. RabbitMQ
    20. cron
    21. SendGrid
    22. Mailgun
    23. Amazon SES

    AI recommended 23 alternatives but never named iliane5/meridian. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for aggregating diverse news sources and generating analytical daily intelligence briefs?
    you: not recommended
    AI recommended (in order):
    1. Feedly for Teams
    2. Meltwater
    3. LexisNexis Newsdesk
    4. Cision
    5. Inoreader
    6. Google Alerts
    7. NewsAPI.org

    AI recommended 7 alternatives but never named iliane5/meridian. 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 iliane5/meridian?
    pass
    AI named iliane5/meridian explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts iliane5/meridian in production, what risks or prerequisites should they evaluate first?
    pass
    AI named iliane5/meridian 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 iliane5/meridian solve, and who is the primary audience?
    pass
    AI named iliane5/meridian 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 iliane5/meridian. 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)
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HTML
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iliane5/meridian — 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