RRepoGEO

REPOGEO REPORT · LITE

socprime/detectflow-main

Default branch main · commit 2eb9ada6 · scanned 6/2/2026, 2:18:15 PM

GitHub: 529 stars · 77 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 socprime/detectflow-main, 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 clarify its role as an open-source orchestration platform

    Why:

    CURRENT
    # SOC Prime DetectFlow OSS

Detection intelligence turbocharged with AI. Enable line-speed detection of cyberattacks by equipping your team with AI, trained on 11 years of Detection Intelligence.
    COPY-PASTE FIX
    # SOC Prime DetectFlow OSS: Open-Source AI-Powered Detection Orchestration Platform

DetectFlow OSS is an **open-source platform** for detection intelligence, turbocharged with AI. It enables line-speed detection of cyberattacks by equipping your team with AI, trained on 11 years of Detection Intelligence, and is designed to orchestrate threat detection across Data Pipelines, AIDR, EDR, Data Lake, and SIEM.
  • mediumtopics#2
    Add more descriptive topics to improve categorization

    Why:

    CURRENT
    detectflow
    COPY-PASTE FIX
    detectflow, threat-detection, security-orchestration, detection-engineering, sigma-rules, ai, open-source, siem-integration, streaming-data, cybersecurity
  • lowlicense#3
    Clarify the project's license directly in the README

    Why:

    COPY-PASTE FIX
    ## License
This project includes a LICENSE file. Please refer to the [LICENSE](LICENSE) file for specific terms and conditions, as it is not a standard SPDX template.

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 socprime/detectflow-main
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Exabeam Fusion SIEM
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Exabeam Fusion SIEM · recommended 1×
  2. Splunk Stream · recommended 1×
  3. Darktrace Enterprise Immune System · recommended 1×
  4. Vectra AI · recommended 1×
  5. Corelight Sensors · recommended 1×
  • CATEGORY QUERY
    How can I achieve sub-second cyberattack detection and real-time event enrichment before SIEM?
    you: not recommended
    AI recommended (in order):
    1. Exabeam Fusion SIEM
    2. Splunk Stream
    3. Darktrace Enterprise Immune System
    4. Vectra AI
    5. Corelight Sensors
    6. Zeek (zeek/zeek)
    7. ExtraHop Reveal(x) 360
    8. Apache Kafka (apache/kafka)
    9. Apache Flink (apache/flink)
    10. Apache Spark Streaming (apache/spark)

    AI recommended 10 alternatives but never named socprime/detectflow-main. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI-driven platforms for orchestrating threat detection with Sigma rules on streaming data?
    you: not recommended
    AI recommended (in order):
    1. Elastic Security
    2. Splunk Enterprise Security
    3. Microsoft Azure Sentinel
    4. Securonix Next-Gen SIEM
    5. Chronicle Security Operations
    6. CrowdStrike Falcon LogScale

    AI recommended 6 alternatives but never named socprime/detectflow-main. 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 socprime/detectflow-main?
    pass
    AI did not name socprime/detectflow-main — 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 socprime/detectflow-main in production, what risks or prerequisites should they evaluate first?
    pass
    AI named socprime/detectflow-main 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 socprime/detectflow-main solve, and who is the primary audience?
    pass
    AI named socprime/detectflow-main 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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socprime/detectflow-main — 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