RRepoGEO

REPOGEO REPORT · LITE

ocsf/ocsf-schema

Default branch main · commit 7ba4cee5 · scanned 6/4/2026, 7:46:46 PM

GitHub: 832 stars · 203 forks

AI VISIBILITY SCORE
22 /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
1 / 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 ocsf/ocsf-schema, 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's opening sentence to emphasize schema standard and interoperability

    Why:

    CURRENT
    The Open Cybersecurity Schema Framework (OCSF) is an open standard for cybersecurity event logging and data normalization. The framework is made up of a set of categories, event classes, data types, and an attribute dictionary.
    COPY-PASTE FIX
    The Open Cybersecurity Schema Framework (OCSF) is an open, vendor-agnostic schema standard designed to unify and normalize cybersecurity event logging and data across diverse tools and platforms. It provides a common language through a set of categories, event classes, data types, and an attribute dictionary, enabling seamless interoperability for security data.
  • hightopics#2
    Add relevant topics to improve categorization and searchability

    Why:

    COPY-PASTE FIX
    cybersecurity, schema, event-logging, data-normalization, security-standard, open-standard, interoperability, security-events, threat-detection, siem
  • mediumhomepage#3
    Set the repository homepage to the interactive schema explorer

    Why:

    COPY-PASTE FIX
    https://schema.ocsf.io

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 ocsf/ocsf-schema
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Splunk Enterprise Security (ES)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Splunk Enterprise Security (ES) · recommended 1×
  2. Microsoft Sentinel · recommended 1×
  3. Elastic Security (SIEM) · recommended 1×
  4. IBM QRadar · recommended 1×
  5. Chronicle Security Operations · recommended 1×
  • CATEGORY QUERY
    How to standardize cybersecurity event logs across diverse security tools and platforms?
    you: not recommended
    AI recommended (in order):
    1. Splunk Enterprise Security (ES)
    2. Microsoft Sentinel
    3. Elastic Security (SIEM)
    4. IBM QRadar
    5. Chronicle Security Operations
    6. Securonix Next-Gen SIEM
    7. Apache Metron (https://github.com/apache/metron)

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

    Show full AI answer
  • CATEGORY QUERY
    What open standards exist for consistent security event data representation?
    you: not recommended
    AI recommended (in order):
    1. OpenC2
    2. STIX
    3. TAXII
    4. CIS Benchmarks
    5. MITRE ATT&CK Framework
    6. Common Event Format
    7. Log Event Extended Format
    8. Elastic Common Schema (elastic/ecs)

    AI recommended 8 alternatives but never named ocsf/ocsf-schema. 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 ocsf/ocsf-schema?
    pass
    AI did not name ocsf/ocsf-schema — 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 ocsf/ocsf-schema in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name ocsf/ocsf-schema — 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?

  • In one sentence, what problem does the repo ocsf/ocsf-schema solve, and who is the primary audience?
    pass
    AI named ocsf/ocsf-schema explicitly

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

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