RRepoGEO

REPOGEO REPORT · LITE

apache/hertzbeat

Default branch master · commit 9d8924f9 · scanned 5/24/2026, 1:56:57 AM

GitHub: 7,243 stars · 1,291 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 apache/hertzbeat, 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 introduction to highlight unique value

    Why:

    CURRENT
    Apache HertzBeat™ is an AI-powered next-generation open source real-time observability system. Unified metrics and logs collection, centralized alerting distribution, intelligent management and analysis. No Agent required, high performance cluster, provides powerful custom monitoring and status page building capabilities.
    COPY-PASTE FIX
    Apache HertzBeat™ is an AI-powered next-generation open source real-time observability system, offering a modern, agentless alternative to traditional monitoring tools like Zabbix and Prometheus. It unifies metrics and logs collection, centralizes alerting, and provides intelligent management and analysis, alongside powerful custom monitoring and status page building capabilities.
  • mediumabout#2
    Enhance repository description with key differentiators

    Why:

    CURRENT
    An AI-powered next-generation open source real-time observability system.
    COPY-PASTE FIX
    Apache HertzBeat is an AI-powered, next-generation open source real-time observability system. It offers unified, agentless monitoring for metrics and logs, with centralized alerting and status page capabilities, serving as a modern alternative to traditional tools.
  • lowtopics#3
    Add 'agentless' and 'unified-monitoring' to topics

    Why:

    CURRENT
    agent, ai, alerting, database, grafana, linux, llm, logs, metrics, monitor, monitoring, notifications, observability, prometheus, self-hosted, server, status, status-page, uptime, zabbix
    COPY-PASTE FIX
    agent, ai, alerting, database, grafana, linux, llm, logs, metrics, monitor, monitoring, notifications, observability, prometheus, self-hosted, server, status, status-page, uptime, zabbix, agentless, unified-monitoring

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 apache/hertzbeat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Grafana
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Grafana · recommended 1×
  2. Prometheus · recommended 1×
  3. Loki · recommended 1×
  4. Cortex · recommended 1×
  5. Thanos · recommended 1×
  • CATEGORY QUERY
    Looking for an open source, AI-powered observability platform for real-time metrics and logs.
    you: not recommended
    AI recommended (in order):
    1. Grafana
    2. Prometheus
    3. Loki
    4. Cortex
    5. Thanos
    6. Grafana Machine Learning Toolkit
    7. Elastalert
    8. Prophet
    9. Isolation Forest
    10. scikit-learn
    11. TensorFlow
    12. PyTorch
    13. OpenTelemetry
    14. Jaeger
    15. Zipkin
    16. Elasticsearch
    17. Logstash
    18. Kibana
    19. Elastic Stack Machine Learning
    20. SigNoz
    21. ClickHouse
    22. VictoriaMetrics
    23. Loghouse
    24. Apache Kafka
    25. Apache Flink

    AI recommended 25 alternatives but never named apache/hertzbeat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are self-hosted Zabbix alternatives offering unified monitoring and status pages without agents?
    you: not recommended
    AI recommended (in order):
    1. Prometheus (prometheus/prometheus)
    2. Grafana (grafana/grafana)
    3. Alertmanager (prometheus/alertmanager)
    4. Uptime Kuma (louislam/uptime-kuma)
    5. Netdata (netdata/netdata)
    6. Checkmk
    7. LibreNMS (librenms/librenms)
    8. Nagios Core (NagiosEnterprises/nagioscore)
    9. Icinga 2 (Icinga/icinga2)

    AI recommended 9 alternatives but never named apache/hertzbeat. 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 apache/hertzbeat?
    pass
    AI did not name apache/hertzbeat — 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?

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

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

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  • Brand-free category queries5 vs 2 in Lite
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