RRepoGEO

REPOGEO REPORT · LITE

control-theory/gonzo

Default branch main · commit ce151a92 · scanned 6/23/2026, 5:12:06 AM

GitHub: 2,696 stars · 98 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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, concise repositioning statement to the README's first paragraph

    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 built in Go, designed for developers and SREs. Inspired by k9s, it helps you analyze log streams with beautiful charts, AI-powered insights, and advanced filtering, focusing purely on log observability rather than control systems.
  • mediumreadme#2
    Add a 'Why Gonzo?' or 'Key Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ### Why Gonzo?
Gonzo stands out as a real-time, Go-based TUI specifically for log analysis, offering:
- **Real-time Streaming:** Analyze live log streams directly in your terminal.
- **AI-Powered Insights:** Leverage OpenAI and Ollama for intelligent log analysis.
- **OpenTelemetry (OTel) Support:** Seamlessly integrate with OTel-compliant log sources.
- **Dstl8.Lite Integration:** Instantly launch a local browser-based dashboard for deeper analysis, pattern detection, and severity heatmaps.
- **Inspired by k9s:** A familiar and intuitive terminal UI experience for developers and SREs.
  • lowabout#3
    Refine the GitHub 'About' description for absolute clarity

    Why:

    CURRENT
    Gonzo! The Go based TUI log analysis tool
    COPY-PASTE FIX
    Gonzo: The powerful Go-based TUI for real-time log analysis and AI-powered insights. *Not* a control theory library, but a dedicated observability tool for developers and SREs.

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
Logtail
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Logtail · recommended 1×
  2. Grafana Loki · recommended 1×
  3. logcli · recommended 1×
  4. Splunk · recommended 1×
  5. splunk search · recommended 1×
  • CATEGORY QUERY
    Looking for a terminal UI tool to analyze real-time log streams with AI insights.
    you: not recommended
    AI recommended (in order):
    1. Logtail
    2. Grafana Loki
    3. logcli
    4. Splunk
    5. splunk search
    6. AI/ML Toolkit
    7. Elastic Stack
    8. Elasticsearch
    9. Kibana
    10. curl
    11. jq
    12. GoAccess
    13. Python
    14. scikit-learn
    15. tensorflow

    AI recommended 15 alternatives but never named control-theory/gonzo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Go-based TUI tools for monitoring and analyzing OpenTelemetry logs?
    you: not recommended
    AI recommended (in order):
    1. tview (go-tui/tview)
    2. charmbracelet/log (charmbracelet/log)
    3. gopacket (google/gopacket)
    4. fatih/color (fatih/color)

    AI recommended 4 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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control-theory/gonzo — 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