RRepoGEO

REPOGEO REPORT · LITE

control-theory/gonzo

Default branch main · commit b00bccdd · scanned 5/12/2026, 8:31:45 PM

GitHub: 2,647 stars · 93 forks

AI VISIBILITY SCORE
40 /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
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 control-theory/gonzo, 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
    Add a clear disclaimer in the README's first paragraph about the organization name

    Why:

    CURRENT
    A powerful, real-time log analysis terminal UI inspired by k9s. Analyze log streams with beautiful charts, AI-powered insights, and advanced filtering.
    COPY-PASTE FIX
    Gonzo is a powerful, real-time log analysis terminal UI inspired by k9s. **Despite being under the 'control-theory' organization, Gonzo is *not* a control systems library.** It's designed for developers and SREs to analyze log streams with beautiful charts, AI-powered insights, and advanced filtering.
  • mediumreadme#2
    Strengthen the README's opening value proposition for log analysis

    Why:

    CURRENT
    Gonzo is a powerful, real-time log analysis terminal UI inspired by k9s. Despite being under the 'control-theory' organization, Gonzo is *not* a control systems library. It's designed for developers and SREs to analyze log streams with beautiful charts, AI-powered insights, and advanced filtering.
    COPY-PASTE FIX
    Gonzo is the Go-based TUI for SREs, developers, and DevOps teams who need to analyze streaming logs in real-time. Despite being under the 'control-theory' organization, Gonzo is *not* a control systems library. Inspired by k9s, Gonzo provides powerful filtering, beautiful charts, and AI-powered insights directly in your terminal, making log stream analysis fast and intuitive.
  • mediumtopics#3
    Add more specific log analysis and target audience topics

    Why:

    CURRENT
    ai, golang, logs, ollama, openai, opentelemetry, otel, otlp, terminal, tui
    COPY-PASTE FIX
    ai, golang, logs, ollama, openai, opentelemetry, otel, otlp, terminal, tui, log-viewer, log-parser, real-time-logs, devops, sre

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 control-theory/gonzo
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
grafana/loki
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. grafana/loki · recommended 2×
  2. lnav · recommended 1×
  3. GoAccess · recommended 1×
  4. stern · recommended 1×
  5. less +F · recommended 1×
  • CATEGORY QUERY
    Looking for a TUI tool to analyze streaming logs with filtering and insights.
    you: not recommended
    AI recommended (in order):
    1. lnav
    2. GoAccess
    3. stern
    4. less +F
    5. tail -f
    6. grep
    7. awk
    8. LogCLI
    9. Loki
    10. Broot

    AI recommended 10 alternatives but never named control-theory/gonzo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Go-based terminal log analysis tools offering AI-powered insights?
    you: not recommended
    AI recommended (in order):
    1. GoAccess (allinurl/goaccess)
    2. LogCLI (grafana/loki)
    3. Grafana Loki (grafana/loki)
    4. Termshark (gcla/termshark)
    5. lnav (tstack/lnav)
    6. Octoprint-CLI (OctoPrint/OctoPrint-CLI)

    AI recommended 6 alternatives but never named control-theory/gonzo. 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 control-theory/gonzo?
    pass
    AI named control-theory/gonzo explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite