RRepoGEO

REPOGEO REPORT · LITE

hhblaze/DBreeze

Default branch master · commit 247fcc82 · scanned 6/10/2026, 7:07:19 PM

GitHub: 576 stars · 62 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 hhblaze/DBreeze, 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 emphasize unique feature combination

    Why:

    CURRENT
    DBreeze Database is a professional, open-source, multi-paradigm (embedded Key-Value store, objects, NoSql, text search, multi-parameter search, embedding vector database, vector similarity search / clustering etc.), multi-threaded, transactional and ACID-compliant data management system for .NET5> / .NET Framework 3.5> / Xamarin MONO Android iOS / .NET Core 1.0> / .NET Standard 1.6> / Universal Windows Platform / .NET Portable / UNITY / CoreRT ...for servers, desktops, mobiles and internet-of-things... Made with C#
    COPY-PASTE FIX
    DBreeze is a professional, open-source, **embedded NoSQL database for C#/.NET** applications, uniquely combining **ACID transactions, multi-paradigm data storage (key-value, object store), and advanced vector search capabilities (semantic, similarity search)**. It provides a high-performance, multi-threaded solution for servers, desktops, mobiles (Xamarin, Unity), and IoT.
  • mediumabout#2
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://tiesky.com
  • lowtopics#3
    Expand topics to include specific search and storage paradigms

    Why:

    CURRENT
    acid, android, c-sharp, clustering, database, dotnet, embedded, key, net, netcore, netstandard, nosql, search, search-engine, similarity-search, text, transaction, value, vector-database, xamarin
    COPY-PASTE FIX
    acid, android, c-sharp, clustering, database, dotnet, embedded, key, key-value-store, net, netcore, netstandard, nosql, object-store, search, search-engine, semantic-search, similarity-search, text, transaction, value, vector-database, xamarin

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 hhblaze/DBreeze
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SQLite
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. SQLite · recommended 2×
  2. mbdavid/LiteDB · recommended 1×
  3. ivankotliar/FaissSharp · recommended 1×
  4. duckdb/duckdb · recommended 1×
  5. duckdb/duckdb.net · recommended 1×
  • CATEGORY QUERY
    What embedded NoSQL database options are available for C# .NET applications with vector search?
    you: not recommended
    AI recommended (in order):
    1. LiteDB (mbdavid/LiteDB)
    2. FaissSharp (ivankotliar/FaissSharp)
    3. DuckDB (duckdb/duckdb)
    4. DuckDB.NET.Data (duckdb/duckdb.net)
    5. Milvus (milvus-io/milvus)
    6. Milvus.Client (milvus-io/milvus-sdk-dotnet)
    7. Weaviate (weaviate/weaviate)
    8. WeaviateNET (weaviate/weaviate-dotnet-client)
    9. SQL Server LocalDB
    10. SQLite
    11. vss (cole-h/sqlite-vss)

    AI recommended 11 alternatives but never named hhblaze/DBreeze. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an ACID-compliant, multi-paradigm embedded database for cross-platform .NET mobile apps.
    you: not recommended
    AI recommended (in order):
    1. SQLite.NET-PCL
    2. SQLite
    3. Microsoft.Data.Sqlite
    4. System.Data.SQLite
    5. Realm
    6. LiteDB
    7. SQL Anywhere
    8. RavenDB

    AI recommended 8 alternatives but never named hhblaze/DBreeze. 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 hhblaze/DBreeze?
    pass
    AI named hhblaze/DBreeze explicitly

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

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

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

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hhblaze/DBreeze — 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