RRepoGEO

REPOGEO REPORT · LITE

languine-ai/languine

Default branch main · commit 0f357b43 · scanned 5/22/2026, 2:42:04 AM

GitHub: 2,020 stars · 131 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 languine-ai/languine, 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
  • highreadme#1
    Reposition the README H1 and opening sentence to emphasize AI localization

    Why:

    CURRENT
    # Languine

**Self-hosted, Vercel-native AI localization.** Click Deploy. Run `npx languine`. That's it.
    COPY-PASTE FIX
    # Languine: Self-hosted AI Localization CLI for Vercel

**Automate your application's internationalization with a self-hosted, Vercel-native AI localization CLI.** Click Deploy. Run `npx languine`. That's it.
  • mediumabout#2
    Enhance the repository description with key localization terms

    Why:

    CURRENT
    Translate your application with Languine CLI powered by AI.
    COPY-PASTE FIX
    Automate your application's localization and internationalization with Languine CLI, powered by AI.

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 languine-ai/languine
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tolgee CLI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tolgee CLI · recommended 1×
  2. Tolgee Platform · recommended 1×
  3. Phrase CLI · recommended 1×
  4. Phrase Localization Platform · recommended 1×
  5. Localazy CLI · recommended 1×
  • CATEGORY QUERY
    How can I automate application localization using AI with a command-line interface?
    you: not recommended
    AI recommended (in order):
    1. Tolgee CLI
    2. Tolgee Platform
    3. Phrase CLI
    4. Phrase Localization Platform
    5. Localazy CLI
    6. Localazy Platform
    7. OpenAI API
    8. GPT-4
    9. GPT-3.5 Turbo
    10. DeepL API
    11. jq
    12. yq
    13. xmlstarlet
    14. Google Cloud Translation API
    15. Amazon Translate API
    16. i18next-parser
    17. i18next

    AI recommended 17 alternatives but never named languine-ai/languine. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best self-hosted AI tools for managing application internationalization workflows?
    you: not recommended
    AI recommended (in order):
    1. Phrase
    2. LibreTranslate
    3. Bergamot
    4. Transifex
    5. Localazy
    6. Weblate
    7. OpenNMT
    8. Pontoon
    9. Crowdin

    AI recommended 9 alternatives but never named languine-ai/languine. 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 languine-ai/languine?
    pass
    AI named languine-ai/languine explicitly

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

  • If a team adopts languine-ai/languine in production, what risks or prerequisites should they evaluate first?
    pass
    AI named languine-ai/languine 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 languine-ai/languine solve, and who is the primary audience?
    pass
    AI named languine-ai/languine explicitly

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

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languine-ai/languine — RepoGEO report