RRepoGEO

REPOGEO REPORT · LITE

vlang/awesome-v

Default branch master · commit ddab8521 · scanned 5/13/2026, 6:47:26 AM

GitHub: 2,075 stars · 138 forks

AI VISIBILITY SCORE
28 /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
2 / 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 vlang/awesome-v, 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
  • highreadme#1
    Reposition README's opening to clarify it's an awesome list

    Why:

    CURRENT
    > A curated list of awesome V frameworks, libraries, software and resources.
    COPY-PASTE FIX
    This is the definitive curated list of awesome frameworks, libraries, software, and resources for the V programming language.
  • mediumtopics#2
    Add more specific topics to reinforce V ecosystem context

    Why:

    CURRENT
    awesome, awesome-list, v
    COPY-PASTE FIX
    awesome, awesome-list, v, v-language, v-ecosystem, vlang
  • mediumabout#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/vlang/awesome-v

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 vlang/awesome-v
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vlang/v
Recommended in 7 of 2 queries
COMPETITOR LEADERBOARD
  1. vlang/v · recommended 7×
  2. VPM · recommended 1×
  3. VUI · recommended 1×
  4. VWeb · recommended 1×
  5. VORM · recommended 1×
  • CATEGORY QUERY
    Looking for a curated collection of useful libraries and tools for the V programming language.
    you: not recommended
    AI recommended (in order):
    1. VPM
    2. VUI
    3. VWeb
    4. VORM
    5. V-Term
    6. V-JSON
    7. V-HTTP

    AI recommended 7 alternatives but never named vlang/awesome-v. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to find robust web development frameworks and database clients available in V?
    you: not recommended
    AI recommended (in order):
    1. Vweb (vlang/v)
    2. Valkyrie
    3. net.http (vlang/v)
    4. v.db.sqlite (vlang/v)
    5. v.db.pg (vlang/v)
    6. v.db.mysql (vlang/v)
    7. v.db.mongo (vlang/v)
    8. v.db.redis (vlang/v)

    AI recommended 8 alternatives but never named vlang/awesome-v. 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 vlang/awesome-v?
    pass
    AI did not name vlang/awesome-v — likely talking about a different project

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

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

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

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vlang/awesome-v — 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