RRepoGEO

REPOGEO REPORT · LITE

MadAppGang/dingo

Default branch main · commit 9b0fc8a2 · scanned 5/9/2026, 7:37:36 PM

GitHub: 1,874 stars · 36 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 MadAppGang/dingo, 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 the README H1 and tagline to explicitly state Dingo's core identity

    Why:

    CURRENT
    # Dingo

**Go that escaped.**
    COPY-PASTE FIX
    # Dingo: A Go Meta-Language

**Adds Result types, pattern matching, and improved error handling to Go, compiling to idiomatic Go code.**
  • mediumtopics#2
    Add specific topics for meta-language, transpiler, result types, and pattern matching

    Why:

    CURRENT
    ast, compiler, developer-tools, go, golang, gopls, language-server, lsp, parser
    COPY-PASTE FIX
    ast, compiler, developer-tools, go, golang, gopls, language-server, lsp, parser, meta-language, transpiler, result-type, pattern-matching, error-handling
  • lowreadme#3
    Clarify the existing license in the README and add a homepage URL

    Why:

    COPY-PASTE FIX
    In your GitHub repository settings, set the 'Homepage' field to `https://github.com/MadAppGang/dingo` (or a dedicated project site if one exists). Add a sentence to your README, for example: 'This project is licensed under a custom license. Please see the [LICENSE](LICENSE) file 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 MadAppGang/dingo
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
github.com/samber/lo
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. github.com/samber/lo · recommended 1×
  2. github.com/csgura/fp · recommended 1×
  3. github.com/pkg/errors · recommended 1×
  4. github.com/hashicorp/go-multierror · recommended 1×
  5. Gunion · recommended 1×
  • CATEGORY QUERY
    How to improve Go error handling with result types and pattern matching?
    you: not recommended
    AI recommended (in order):
    1. samber/lo (github.com/samber/lo)
    2. csgura/fp (github.com/csgura/fp)
    3. pkg/errors (github.com/pkg/errors)
    4. go-multierror (github.com/hashicorp/go-multierror)

    AI recommended 4 alternatives but never named MadAppGang/dingo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there Go meta-languages or transpilers that add sum types and better error handling?
    you: not recommended
    AI recommended (in order):
    1. Gunion
    2. go generate
    3. stringer
    4. enum (dmarkham/enum)
    5. gopls
    6. generics
    7. errgo

    AI recommended 7 alternatives but never named MadAppGang/dingo. 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 MadAppGang/dingo?
    pass
    AI named MadAppGang/dingo explicitly

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

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

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

Embed your GEO score

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MadAppGang/dingo — 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