RRepoGEO

REPOGEO REPORT · LITE

chenryn/aiops-handbook

Default branch master · commit fa210a5d · scanned 5/18/2026, 8:52:43 AM

GitHub: 1,532 stars · 299 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
28 /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
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 chenryn/aiops-handbook, 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 paragraph to emphasize its nature as an open-source, curated handbook

    Why:

    CURRENT
    AIOps 的论文、演讲、开源库的汇总手册。按照《企业AIOps实施建议白皮书》中的场景分类进行收集和展示。
    COPY-PASTE FIX
    一个开源的、社区精选的 AIOps 资源手册，汇总了 AIOps 领域的论文、演讲和开源库。按照《企业AIOps实施建议白皮书》中的场景分类进行收集和展示。
  • mediumtopics#2
    Add more descriptive topics to clarify the repo's content and purpose

    Why:

    CURRENT
    aiops, anomalydetection, kpi
    COPY-PASTE FIX
    aiops, anomalydetection, kpi, handbook, resource-collection, papers, research, best-practices, sre, it-operations
  • lowhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/chenryn/aiops-handbook

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 chenryn/aiops-handbook
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gartner Research
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gartner Research · recommended 1×
  2. Forrester Research · recommended 1×
  3. Dynatrace · recommended 1×
  4. Splunk · recommended 1×
  5. Splunk ITSI · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive guide to AIOps implementation best practices?
    you: not recommended
    AI recommended (in order):
    1. Gartner Research
    2. Forrester Research
    3. Dynatrace
    4. Splunk
    5. Splunk ITSI
    6. IBM
    7. IBM Cloud Pak for Watson AIOps
    8. Moogsoft
    9. ScienceLogic

    AI recommended 9 alternatives but never named chenryn/aiops-handbook. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools are available for KPI anomaly detection in system monitoring?
    you: not recommended
    AI recommended (in order):
    1. Prometheus
    2. Grafana
    3. Grafana Anomaly Detection
    4. Azimutt
    5. ElastAlert
    6. OpenNMS Horizon
    7. Apache Superset
    8. Prophet
    9. scikit-learn
    10. RRDtool

    AI recommended 10 alternatives but never named chenryn/aiops-handbook. 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 chenryn/aiops-handbook?
    pass
    AI did not name chenryn/aiops-handbook — 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 chenryn/aiops-handbook in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chenryn/aiops-handbook 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 chenryn/aiops-handbook solve, and who is the primary audience?
    pass
    AI named chenryn/aiops-handbook explicitly

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

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chenryn/aiops-handbook — 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