RRepoGEO

REPOGEO REPORT · LITE

debezium/debezium-examples

Default branch main · commit a77f2547 · scanned 6/21/2026, 6:03:00 PM

GitHub: 1,671 stars · 867 forks

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 debezium/debezium-examples, 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's opening to emphasize its role as official Debezium examples

    Why:

    CURRENT
    This repository contains multiple examples for using Debezium, e.g. configuration files, Docker Compose files, OpenShift templates.
    COPY-PASTE FIX
    This repository serves as the official, comprehensive collection of runnable examples for Debezium, showcasing various configurations, Docker Compose setups, and integration patterns for Change Data Capture (CDC).
  • mediumtopics#2
    Add specific, high-value topics from advanced examples

    Why:

    CURRENT
    change-data-capture, debezium, docker-compose-files, examples
    COPY-PASTE FIX
    change-data-capture, debezium, docker-compose-files, examples, ai-rag, vector-database, real-time-data, postgres, kafka-connect
  • lowabout#3
    Enhance the repository description to highlight the breadth of examples

    Why:

    CURRENT
    Examples for running Debezium (Configuration, Docker Compose files etc.). Please log issues at https://github.com/debezium/dbz/issues.
    COPY-PASTE FIX
    Official, comprehensive examples for running Debezium, including configurations, Docker Compose setups, and advanced integration patterns like AI RAG and audit logging. Please log issues at https://github.com/debezium/dbz/issues.

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 debezium/debezium-examples
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AWS Database Migration Service (DMS)
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AWS Database Migration Service (DMS) · recommended 2×
  2. Debezium · recommended 1×
  3. Striim · recommended 1×
  4. Qlik Replicate · recommended 1×
  5. Google Cloud Dataflow · recommended 1×
  • CATEGORY QUERY
    How to capture real-time database changes for building audit logs or data pipelines?
    you: not recommended
    AI recommended (in order):
    1. Debezium
    2. Striim
    3. Qlik Replicate
    4. AWS Database Migration Service (DMS)
    5. Google Cloud Dataflow
    6. Apache Flink
    7. Maxwell's Daemon

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

    Show full AI answer
  • CATEGORY QUERY
    Seeking examples for streaming database updates to a vector database for RAG applications.
    you: not recommended
    AI recommended (in order):
    1. Confluent Kafka Connect
    2. Debezium (debezium/debezium)
    3. Airbyte (airbytehq/airbyte)
    4. AWS Database Migration Service (DMS)
    5. Google Cloud Datastream
    6. Pinecone
    7. Weaviate (weaviate/weaviate)

    AI recommended 7 alternatives but never named debezium/debezium-examples. 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 debezium/debezium-examples?
    pass
    AI named debezium/debezium-examples explicitly

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

  • If a team adopts debezium/debezium-examples in production, what risks or prerequisites should they evaluate first?
    pass
    AI named debezium/debezium-examples 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 debezium/debezium-examples solve, and who is the primary audience?
    pass
    AI named debezium/debezium-examples 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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MARKDOWN (README)
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