RRepoGEO

REPOGEO REPORT · LITE

rcoh/angle-grinder

Default branch main · commit 9c2fc884 · scanned 5/21/2026, 2:17:05 AM

GitHub: 3,730 stars · 74 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
28 /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
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 rcoh/angle-grinder, 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 highlight log analysis and aggregation

    Why:

    CURRENT
    Slice and dice log files on the command line. Angle-grinder allows you to parse, aggregate, sum, average, min/max, percentile, and sort your data. You can see it, live-updating, in your terminal. Angle grinder is designed for when, for whatever reason, you don't have your data in graphite/honeycomb/kibana/sumologic/splunk/etc. but still want to be able to do sophisticated analytics.
    COPY-PASTE FIX
    Angle-grinder is a powerful command-line tool for real-time log analysis and aggregation. It allows you to parse, sum, average, percentile, and sort your data, providing sophisticated analytics directly in your terminal without needing full-stack observability platforms like Graphite, Honeycomb, Kibana, or Splunk.
  • highhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/rcoh/angle-grinder
  • mediumtopics#3
    Add more specific topics for log analysis and real-time aggregation

    Why:

    CURRENT
    analytics, cli-app, logging, rust
    COPY-PASTE FIX
    analytics, cli-app, logging, rust, log-analysis, log-aggregation, real-time, command-line-tool

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 rcoh/angle-grinder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
grep
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. grep · recommended 1×
  2. awk · recommended 1×
  3. sed · recommended 1×
  4. less · recommended 1×
  5. BurntSushi/ripgrep · recommended 1×
  • CATEGORY QUERY
    How to quickly analyze large log files directly from the command line?
    you: not recommended
    AI recommended (in order):
    1. grep
    2. awk
    3. sed
    4. less
    5. ripgrep (BurntSushi/ripgrep)
    6. lnav (tstack/lnav)
    7. zgrep/zcat/zless

    AI recommended 7 alternatives but never named rcoh/angle-grinder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's a fast command-line tool for real-time aggregation and visualization of log data?
    you: not recommended
    AI recommended (in order):
    1. GoAccess
    2. lnav
    3. jq
    4. Grafana
    5. Loki
    6. Promtail
    7. Elastic Stack
    8. Filebeat
    9. Elasticsearch
    10. Kibana

    AI recommended 10 alternatives but never named rcoh/angle-grinder. 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 rcoh/angle-grinder?
    pass
    AI did not name rcoh/angle-grinder — 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 rcoh/angle-grinder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rcoh/angle-grinder 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 rcoh/angle-grinder solve, and who is the primary audience?
    pass
    AI named rcoh/angle-grinder explicitly

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

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rcoh/angle-grinder — 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