RRepoGEO

REPOGEO REPORT · LITE

amanbolat/awesome-go-with-stars

Default branch main · commit 89f70fc9 · scanned 6/2/2026, 8:52:14 PM

GitHub: 852 stars · 42 forks

AI VISIBILITY SCORE
22 /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
1 / 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 amanbolat/awesome-go-with-stars, 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 opening to highlight unique value

    Why:

    CURRENT
    # Awesome Go

This repository is a clone of Awesome Go but with stars.
All repositories are sorted by star count. Stars are updated every day automatically.
    COPY-PASTE FIX
    # Awesome Go with Stars

This is the definitive, automatically updated list of the most popular Go projects, sorted by GitHub star count. It's a fork of the original Awesome Go, enhanced to help you quickly discover the most highly-regarded Go libraries and frameworks.
  • mediumtopics#2
    Refine and expand repository topics

    Why:

    CURRENT
    ["awesome", "awesome-list", "aws", "go", "lambda", "stars"]
    COPY-PASTE FIX
    ["awesome", "awesome-list", "go", "go-ecosystem", "go-libraries", "go-frameworks", "github-stars", "project-ranking", "curated-list", "automated-updates"]
  • mediumlicense#3
    Clarify license information in README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under [describe the actual license(s) here, e.g., 'a custom license based on X and Y' or 'the same license as the original Awesome Go list, which is Z']. Please refer to the [LICENSE file](LICENSE) for full details.

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 amanbolat/awesome-go-with-stars
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Awesome Go
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Awesome Go · recommended 1×
  2. Go.dev/learn/modules · recommended 1×
  3. GitHub Topics · recommended 1×
  4. Go Report Card · recommended 1×
  5. GoLand · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated and updated list of popular Go libraries?
    you: not recommended
    AI recommended (in order):
    1. Awesome Go
    2. Go.dev/learn/modules
    3. GitHub Topics
    4. Go Report Card
    5. GoLand
    6. Reddit r/golang

    AI recommended 6 alternatives but never named amanbolat/awesome-go-with-stars. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the most highly-starred Go projects for various development needs?
    you: not recommended
    AI recommended (in order):
    1. Gin
    2. Martini
    3. Echo
    4. Fiber
    5. GORM
    6. sqlx
    7. Bun
    8. Cobra
    9. Viper
    10. urfave/cli
    11. Go-Channel
    12. Asynq
    13. Machinery
    14. Testify
    15. GoMock
    16. Zap
    17. logrus
    18. Go-UUID
    19. Colly
    20. Gjson

    AI recommended 20 alternatives but never named amanbolat/awesome-go-with-stars. 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 amanbolat/awesome-go-with-stars?
    pass
    AI did not name amanbolat/awesome-go-with-stars — 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 amanbolat/awesome-go-with-stars in production, what risks or prerequisites should they evaluate first?
    pass
    AI named amanbolat/awesome-go-with-stars 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 amanbolat/awesome-go-with-stars solve, and who is the primary audience?
    pass
    AI did not name amanbolat/awesome-go-with-stars — 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?

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amanbolat/awesome-go-with-stars — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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