RRepoGEO

REPOGEO REPORT · LITE

upgundecha/howtheysre

Default branch main · commit 4fd5a3a0 · scanned 6/19/2026, 12:47:56 PM

GitHub: 9,738 stars · 884 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
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 upgundecha/howtheysre, 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
    Reinforce README introduction to emphasize 'real-world examples' and 'case studies'

    Why:

    CURRENT
    __How They SRE__ How They SRE is a curated knowledge repository of Site Reliability Engineering (SRE) best practices, tools, techniques, and culture adopted by leading technology or tech-savvy organizations.
    COPY-PASTE FIX
    __How They SRE__ is a curated knowledge repository of Site Reliability Engineering (SRE) best practices, tools, techniques, and culture adopted by leading technology or tech-savvy organizations. It compiles **real-world case studies and practical examples** from engineering blogs, conferences, and meetups, showcasing *how* companies implement SRE.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/upgundecha/howtheysre
  • lowreadme#3
    Add an explicit 'What this repo is NOT' section to the README

    Why:

    COPY-PASTE FIX
    ## What this repository is NOT

This repository is a curated collection of resources and **not a tool, library, or framework** to be adopted or integrated into a production system. It does not provide general SRE principles, but rather specific examples of how companies implement SRE in practice.

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 upgundecha/howtheysre
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gremlin
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Gremlin · recommended 2×
  2. Netflix/chaosmonkey · recommended 1×
  3. Amazon Web Services (AWS) · recommended 1×
  4. Microsoft Azure · recommended 1×
  5. Microsoft Learn · recommended 1×
  • CATEGORY QUERY
    Where can I find real-world examples of SRE best practices from leading tech companies?
    you: not recommended
    AI recommended (in order):
    1. Chaos Monkey (Netflix/chaosmonkey)
    2. Amazon Web Services (AWS)
    3. Microsoft Azure
    4. Microsoft Learn
    5. VMware Tanzu
    6. Cloud Foundry (cloudfoundry/cloud_foundry)
    7. Datadog
    8. Gremlin

    AI recommended 8 alternatives but never named upgundecha/howtheysre. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What resources explain how major companies handle incident management and on-call rotations?
    you: not recommended
    AI recommended (in order):
    1. PagerDuty
    2. Google SRE
    3. Atlassian
    4. Splunk On-Call
    5. Gremlin

    AI recommended 5 alternatives but never named upgundecha/howtheysre. 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 upgundecha/howtheysre?
    pass
    AI named upgundecha/howtheysre explicitly

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

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

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

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upgundecha/howtheysre — 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