RRepoGEO

REPOGEO REPORT · LITE

libbpf/libbpf-bootstrap

Default branch master · commit 38595436 · scanned 5/27/2026, 10:07:55 PM

GitHub: 1,487 stars · 380 forks

AI VISIBILITY SCORE
69 /100
Needs work
Category recall
1 / 2
Avg rank #1.0 when recommended
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 libbpf/libbpf-bootstrap, 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
    bpf, ebpf, libbpf, co-re, boilerplate, examples, tracing, networking, security, kernel
  • highreadme#2
    Update README H1 to clarify dual purpose as scaffolding and learning examples

    Why:

    CURRENT
    # libbpf-bootstrap: demo BPF applications
    COPY-PASTE FIX
    # libbpf-bootstrap: BPF CO-RE Scaffolding and Learning Examples
  • lowhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/libbpf/libbpf-bootstrap

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
1 / 2
50% of queries surface libbpf/libbpf-bootstrap
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
8%
Of all named tools, what % are you?
Top rival
iovisor/bcc
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. iovisor/bcc · recommended 2×
  2. bpf-gopher/bpf-go-skeleton · recommended 1×
  3. aya-rs/aya · recommended 1×
  4. cilium/ebpf · recommended 1×
  5. bpftool examples · recommended 1×
  • CATEGORY QUERY
    What's a good boilerplate for BPF CO-RE application development?
    you: #1
    AI recommended (in order):
    1. libbpf-bootstrap (libbpf/libbpf-bootstrap) ← you
    2. BPF-Gopher/bpf-go-skeleton (bpf-gopher/bpf-go-skeleton)
    3. Aya (aya-rs/aya)
    4. Cilium/ebpf (Go) (cilium/ebpf)
    5. bcc (BPF Compiler Collection) (iovisor/bcc)
    6. bpftool examples
    Show full AI answer
  • CATEGORY QUERY
    Where can I find simple BPF examples for learning and experimentation?
    you: not recommended
    AI recommended (in order):
    1. BPF Documentation (kernel.org)
    2. BPF Performance Tools (Brendan Gregg) (brendangregg/bpf-perf-tools-book)
    3. BCC (BPF Compiler Collection) (iovisor/bcc)
    4. bpftrace (iovisor/bpftrace)
    5. Cilium (cilium/cilium)
    6. Learning eBPF (Liz Rice) (lizrice/learning-ebpf)
    7. Linux Observability with BPF (David Calavera & Lorenzo Fontana) (linux-observability-with-bpf/bpf-examples)

    AI recommended 7 alternatives but never named libbpf/libbpf-bootstrap. 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 libbpf/libbpf-bootstrap?
    pass
    AI named libbpf/libbpf-bootstrap explicitly

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

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

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

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libbpf/libbpf-bootstrap — 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