RRepoGEO

REPOGEO REPORT · LITE

charmbracelet/melt

Default branch main · commit 8e0800f8 · scanned 6/10/2026, 6:31:54 PM

GitHub: 721 stars · 21 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 charmbracelet/melt, 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

2 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
    ssh, security, backup, restore, ed25519, seed-phrase, cli, go
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/charmbracelet/melt

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 charmbracelet/melt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenSSH
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenSSH · recommended 2×
  2. 1Password · recommended 2×
  3. GnuPG · recommended 1×
  4. keepassxreboot/keepassxc · recommended 1×
  5. bitwarden/clients · recommended 1×
  • CATEGORY QUERY
    How to securely backup and restore SSH private keys using a memorable phrase?
    you: not recommended
    AI recommended (in order):
    1. OpenSSH
    2. GnuPG
    3. KeePassXC (keepassxreboot/keepassxc)
    4. 1Password
    5. Bitwarden (bitwarden/clients)
    6. Veracrypt (veracrypt/VeraCrypt)
    7. Sync.com
    8. Tresorit

    AI recommended 8 alternatives but never named charmbracelet/melt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to manage and recover my SSH keys across multiple machines?
    you: not recommended
    AI recommended (in order):
    1. 1Password
    2. LastPass
    3. Bitwarden
    4. Keeper
    5. YubiKey
    6. OpenSSH
    7. HashiCorp Vault
    8. Git
    9. GitHub
    10. GitLab
    11. Bitbucket
    12. Git-Secret
    13. Transcrypt
    14. SOPS
    15. Syncthing
    16. VeraCrypt
    17. BitLocker
    18. macOS FileVault

    AI recommended 18 alternatives but never named charmbracelet/melt. 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 charmbracelet/melt?
    pass
    AI named charmbracelet/melt explicitly

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

  • If a team adopts charmbracelet/melt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named charmbracelet/melt 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 charmbracelet/melt solve, and who is the primary audience?
    pass
    AI named charmbracelet/melt 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 charmbracelet/melt. 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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Pro

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charmbracelet/melt — 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