RRepoGEO

REPOGEO REPORT · LITE

joaoh82/rust_sqlite

Default branch main · commit 83eae483 · scanned 5/29/2026, 8:27:04 PM

GitHub: 1,073 stars · 56 forks

AI VISIBILITY SCORE
33 /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
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 joaoh82/rust_sqlite, 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 clarify project type

    Why:

    CURRENT
    `Rust-SQLite`, aka `SQLRite` , is a simple embedded database modeled off `SQLite`, but developed with `Rust`. The goal is get a better understanding of database internals by building one.
    COPY-PASTE FIX
    `Rust-SQLite`, aka `SQLRite`, is a simple, self-contained embedded SQL database *implementation* written from scratch in `Rust`, modeled off `SQLite`. It provides a lightweight, in-process SQL database engine for Rust applications.
  • mediumabout#2
    Clarify 'About' description to emphasize implementation

    Why:

    CURRENT
    SQLRite - Simple embedded database modeled off SQLite in Rust
    COPY-PASTE FIX
    SQLRite - A simple, self-contained embedded SQL database *implementation* written in Rust, modeled off SQLite.
  • mediumcomparison#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, under a heading like 'Comparison to other Rust database solutions'. This section should explicitly state that SQLRite is an *embedded database implementation* (like Redb or Sled), not a *wrapper* for existing databases (like `rusqlite` or `sqlx`), and highlight its unique features as a pure Rust SQL engine.

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 joaoh82/rust_sqlite
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SQLite
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SQLite · recommended 1×
  2. RocksDB · recommended 1×
  3. LMDB · recommended 1×
  4. Redb · recommended 1×
  5. Sled · recommended 1×
  • CATEGORY QUERY
    What are some robust embedded database options available for a Rust project?
    you: not recommended
    AI recommended (in order):
    1. SQLite
    2. RocksDB
    3. LMDB
    4. Redb
    5. Sled

    AI recommended 5 alternatives but never named joaoh82/rust_sqlite. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a simple, self-contained SQL database library written in Rust.
    you: not recommended
    AI recommended (in order):
    1. rusqlite (rusqlite/rusqlite)
    2. sqlx (launchbadge/sqlx)
    3. diesel (diesel-rs/diesel)
    4. sqlite (rusqlite/sqlite)
    5. rsqlite (rsqlite/rsqlite)

    AI recommended 5 alternatives but never named joaoh82/rust_sqlite. 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 joaoh82/rust_sqlite?
    pass
    AI named joaoh82/rust_sqlite explicitly

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

  • If a team adopts joaoh82/rust_sqlite in production, what risks or prerequisites should they evaluate first?
    pass
    AI named joaoh82/rust_sqlite 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 joaoh82/rust_sqlite solve, and who is the primary audience?
    pass
    AI did not name joaoh82/rust_sqlite — 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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joaoh82/rust_sqlite — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite