RRepoGEO

REPOGEO REPORT · LITE

MadAppGang/dingo

Default branch main · commit 9b0fc8a2 · scanned 6/19/2026, 4:26:55 PM

GitHub: 1,892 stars · 39 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 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 README H1/H2 to clarify Dingo's core purpose

    Why:

    CURRENT
    # Dingo

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

**Write Go with Result types, pattern matching, and error propagation. Compile to clean, idiomatic Go.**
  • highhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://dingo-lang.org
  • mediumlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Dingo is licensed under [insert specific license name(s) here, e.g., Apache 2.0, MIT, or a custom license]. See the 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
samber/mo
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. samber/mo · recommended 1×
  2. lcmaguire/go-result · recommended 1×
  3. go-functional · recommended 1×
  4. goderive · recommended 1×
  5. go-generics/go-option · recommended 1×
  • CATEGORY QUERY
    How to improve Go error handling with sum types and pattern matching?
    you: not recommended
    AI recommended (in order):
    1. mo (samber/mo)
    2. go-result (lcmaguire/go-result)

    AI recommended 2 alternatives but never named MadAppGang/dingo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there tools to add modern language features like result types to Go?
    you: not recommended
    AI recommended (in order):
    1. go-functional
    2. goderive
    3. go-generics/go-option
    4. go-generics/go-result
    5. pkg/errors
    6. errors
    7. fp-go

    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?

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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