RRepoGEO

REPOGEO REPORT · LITE

Internet-Architecture-and-Security/PacketScope

Default branch main · commit 5b39783f · scanned 5/13/2026, 6:16:47 AM

GitHub: 1,215 stars · 44 forks

AI VISIBILITY SCORE
35 /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
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 Internet-Architecture-and-Security/PacketScope, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ebpf, network-analysis, network-security, protocol-stack, debugging-tool, performance-monitoring, server-side, anomaly-detection
  • highreadme#2
    Strengthen README's opening paragraph for category positioning

    Why:

    CURRENT
    PacketScope is a general-purpose protocol stack analysis and debugging tool based on eBPF. It integrates performance optimization, anomaly diagnosis, and security defense. It aims to implement fine-grained tracing and intelligent analysis of network packets at the protocol stack level on the server side. By solving three major pain points—difficult diagnosis of performance bottlenecks, unclear transmission paths, and hard-to-detect low-level attacks—PacketScope provides visualized, intelligent endpoint-side security analysis and defense capabilities.
    COPY-PASTE FIX
    PacketScope is an advanced **eBPF-based network analysis and security tool** designed for server-side environments. It provides deep insights into the protocol stack, integrating **performance optimization, anomaly diagnosis, and security defense** capabilities. Unlike traditional network sniffers, PacketScope focuses on fine-grained tracing and intelligent analysis of network packets to address critical pain points: diagnosing performance bottlenecks, clarifying transmission paths, and detecting low-level protocol stack attacks that evade conventional tools. It offers visualized, intelligent endpoint-side security analysis and defense.
  • mediumcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives
    
    While tools like BCC/bpftrace offer powerful eBPF tracing capabilities, and Falco/Cilium provide security and networking for cloud-native environments, PacketScope uniquely integrates comprehensive protocol stack analysis, performance optimization, and security defense specifically for server-side environments. Unlike general network sniffers (e.g., Wireshark, tcpdump) or traditional IDS/IPS (e.g., Suricata, Zeek), PacketScope leverages eBPF for fine-grained, low-level insights and intelligent anomaly detection directly within the kernel, addressing blind spots in protocol stack-level defense.

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 Internet-Architecture-and-Security/PacketScope
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
iovisor/bcc
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. iovisor/bcc · recommended 1×
  2. iovisor/bpftrace · recommended 1×
  3. cilium/cilium · recommended 1×
  4. falcosecurity/falco · recommended 1×
  5. pixie-io/pixie · recommended 1×
  • CATEGORY QUERY
    What eBPF tools help diagnose network performance bottlenecks and security issues on servers?
    you: not recommended
    AI recommended (in order):
    1. BCC (BPF Compiler Collection) (iovisor/bcc)
    2. bpftrace (iovisor/bpftrace)
    3. Cilium (cilium/cilium)
    4. Falco (falcosecurity/falco)
    5. Pixie (pixie-io/pixie)
    6. Tracee (aquasecurity/tracee)

    AI recommended 6 alternatives but never named Internet-Architecture-and-Security/PacketScope. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to trace and analyze server-side network protocol stack for anomalies and low-level attacks?
    you: not recommended
    AI recommended (in order):
    1. Wireshark
    2. tcpdump
    3. Suricata
    4. Zeek
    5. ntopng
    6. Elasticsearch
    7. Logstash
    8. Kibana
    9. Sysdig

    AI recommended 9 alternatives but never named Internet-Architecture-and-Security/PacketScope. 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 Internet-Architecture-and-Security/PacketScope?
    pass
    AI named Internet-Architecture-and-Security/PacketScope explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of Internet-Architecture-and-Security/PacketScope. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Internet-Architecture-and-Security/PacketScope.svg)](https://repogeo.com/en/r/Internet-Architecture-and-Security/PacketScope)
HTML
<a href="https://repogeo.com/en/r/Internet-Architecture-and-Security/PacketScope"><img src="https://repogeo.com/badge/Internet-Architecture-and-Security/PacketScope.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Internet-Architecture-and-Security/PacketScope — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite