RRepoGEO

REPOGEO REPORT · LITE

zino-rs/zino

Default branch main · commit af0387f2 · scanned 6/24/2026, 5:31:59 PM

GitHub: 1,131 stars · 88 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 zino-rs/zino, 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 to explicitly state 'web framework'

    Why:

    CURRENT
    `zino` is a **spec-driven** strongly opinionated framework for **composable** applications in Rust which emphasizes **simplicity**, **extensibility** and **productivity**.
    COPY-PASTE FIX
    `zino` is a **spec-driven** strongly opinionated **web framework** for **composable** applications in Rust which emphasizes **simplicity**, **extensibility** and **productivity**.
  • mediumtopics#2
    Add more specific topics to cover core identity and features

    Why:

    CURRENT
    asynchronous, http, orm, rust, web
    COPY-PASTE FIX
    asynchronous, http, orm, rust, web, api, database, sql, framework
  • lowreadme#3
    Add a 'Comparison' or 'Why Zino?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Comparison' or 'Why Zino?' that outlines its 'batteries-included, opinionated, full-stack' approach compared to more minimal frameworks or specialized tools.

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 zino-rs/zino
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAPITools/openapi-generator
Recommended in 5 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAPITools/openapi-generator · recommended 5×
  2. launchbadge/sqlx · recommended 3×
  3. diesel-rs/diesel · recommended 2×
  4. Axum · recommended 1×
  5. SQLx · recommended 1×
  • CATEGORY QUERY
    Looking for a Rust web framework emphasizing composability and an expressive ORM for databases.
    you: not recommended
    AI recommended (in order):
    1. Axum
    2. SQLx
    3. Actix Web
    4. Diesel
    5. Poem
    6. Tide
    7. Rocket

    AI recommended 7 alternatives but never named zino-rs/zino. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a spec-driven Rust framework for rapid API-first application development with database support.
    you: not recommended
    AI recommended (in order):
    1. Actix-web (actix/actix-web)
    2. OpenAPI Generator (Rust) (OpenAPITools/openapi-generator)
    3. SQLx (launchbadge/sqlx)
    4. Poem (poem-web/poem)
    5. OpenAPI Generator (Rust) (OpenAPITools/openapi-generator)
    6. Diesel (diesel-rs/diesel)
    7. Axum (tokio-rs/axum)
    8. OpenAPI Generator (Rust) (OpenAPITools/openapi-generator)
    9. SQLx (launchbadge/sqlx)
    10. Salvo (salvo-rs/salvo)
    11. OpenAPI Generator (Rust) (OpenAPITools/openapi-generator)
    12. SQLx (launchbadge/sqlx)
    13. Rocket (rwf2/Rocket)
    14. OpenAPI Generator (Rust) (OpenAPITools/openapi-generator)
    15. Diesel (diesel-rs/diesel)

    AI recommended 15 alternatives but never named zino-rs/zino. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 zino-rs/zino?
    pass
    AI named zino-rs/zino explicitly

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

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

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

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zino-rs/zino — 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