RRepoGEO

REPOGEO REPORT · LITE

alexknowshtml/smaug

Default branch main · commit f3309008 · scanned 6/16/2026, 2:21:32 AM

GitHub: 822 stars · 83 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 alexknowshtml/smaug, 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:

    CURRENT
    (none)
    COPY-PASTE FIX
    twitter, x, bookmarks, archiving, markdown, ai, summarization, social-media, data-hoarding, cli-tool
  • highreadme#2
    Insert a clear mission statement after the opening tagline in README

    Why:

    CURRENT
    *Like a dragon hoarding treasure, Smaug collects the valuable things you bookmark and like.*
    COPY-PASTE FIX
    **Smaug is a CLI tool for Twitter/X users who want to permanently archive their valuable bookmarks and likes into organized markdown files, enhanced with AI-powered summarization and analysis.**
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/alexknowshtml/smaug

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 alexknowshtml/smaug
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Pocket
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Pocket · recommended 2×
  2. Readwise Reader · recommended 1×
  3. Readwise · recommended 1×
  4. IFTTT (If This Then That) · recommended 1×
  5. Instapaper · recommended 1×
  • CATEGORY QUERY
    How can I automatically save Twitter/X bookmarks to markdown with AI summarization?
    you: not recommended
    AI recommended (in order):
    1. Readwise Reader
    2. Readwise
    3. IFTTT (If This Then That)
    4. Pocket
    5. Instapaper
    6. GPT-4 API
    7. Zapier
    8. Matter
    9. OpenAI API
    10. Claude API
    11. TweetDeck
    12. TweetHunter
    13. LlamaIndex
    14. LangChain
    15. Llama 2
    16. Mistral
    17. Ollama
    18. Anthropic
    19. Hypothesis
    20. Hugging Face Transformers
    21. facebook/bart-large-cnn
    22. sshleifer/distilbart-cnn-12-6

    AI recommended 22 alternatives but never named alexknowshtml/smaug. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tool helps organize and analyze my social media likes for future reference?
    you: not recommended
    AI recommended (in order):
    1. Pocket
    2. Raindrop.io
    3. Diigo
    4. Evernote
    5. Notion
    6. Pinboard

    AI recommended 6 alternatives but never named alexknowshtml/smaug. 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 alexknowshtml/smaug?
    pass
    AI named alexknowshtml/smaug explicitly

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

  • If a team adopts alexknowshtml/smaug in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alexknowshtml/smaug 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 alexknowshtml/smaug solve, and who is the primary audience?
    pass
    AI named alexknowshtml/smaug 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 alexknowshtml/smaug. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/alexknowshtml/smaug.svg)](https://repogeo.com/en/r/alexknowshtml/smaug)
HTML
<a href="https://repogeo.com/en/r/alexknowshtml/smaug"><img src="https://repogeo.com/badge/alexknowshtml/smaug.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

alexknowshtml/smaug — 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