RRepoGEO

REPOGEO REPORT · LITE

rxrbln/t2sde

Default branch main · commit e8d2108c · scanned 6/12/2026, 12:27:50 PM

GitHub: 648 stars · 90 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 rxrbln/t2sde, 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 H1 to explicitly state the project's purpose and correct miscategorization

    Why:

    CURRENT
    # T2 SDE
T2 System Development Environment
  ... more than a Linux distribution.

T2 SDE is not just a regular Linux distribution - it is a flexible Open Source System Development Environment or Distribution Build Kit.
    COPY-PASTE FIX
    # T2 SDE: System Development Environment (SDE)
**T2 SDE is NOT a Text-to-Speech (TTS) project.** It is a flexible Open Source System Development Environment (SDE) or Distribution Build Kit, designed for creating custom operating system distributions and cross-compilation environments.
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    bsp, container, desktop, distribution, embedded, linux, os, sdk, server
    COPY-PASTE FIX
    bsp, container, desktop, distribution, embedded, linux, os, sdk, server, build-system, meta-distribution, custom-os, cross-compilation, embedded-linux
  • mediumlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
T2 SDE is distributed under a custom license. Please refer to the `LICENSE` file in the repository root for full details on the terms and conditions.

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 rxrbln/t2sde
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Yocto Project
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Yocto Project · recommended 1×
  2. buildroot/buildroot · recommended 1×
  3. openwrt/openwrt · recommended 1×
  4. ptxdist/ptxdist · recommended 1×
  5. Debian Embedded · recommended 1×
  • CATEGORY QUERY
    How can I build a highly customized Linux distribution for embedded systems?
    you: not recommended
    AI recommended (in order):
    1. Yocto Project
    2. Buildroot (buildroot/buildroot)
    3. OpenWrt Build System (openwrt/openwrt)
    4. PTXdist (ptxdist/ptxdist)
    5. Debian Embedded
    6. Ubuntu
    7. Fedora
    8. debootstrap
    9. live-build

    AI recommended 9 alternatives but never named rxrbln/t2sde. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create a custom operating system image with specific software packages?
    you: not recommended
    AI recommended (in order):
    1. Packer (hashicorp/packer)
    2. Ansible (ansible/ansible)
    3. AWS EC2 Image Builder
    4. Azure Image Builder
    5. KIWI (OSInside/kiwi)
    6. MDT (Microsoft Deployment Toolkit)
    7. SCCM (System Center Configuration Manager)
    8. Live-build (live-team/live-build)

    AI recommended 8 alternatives but never named rxrbln/t2sde. 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 rxrbln/t2sde?
    pass
    AI named rxrbln/t2sde explicitly

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

  • If a team adopts rxrbln/t2sde in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rxrbln/t2sde 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 rxrbln/t2sde solve, and who is the primary audience?
    pass
    AI named rxrbln/t2sde explicitly

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

Embed your GEO score

Drop this badge into the README of rxrbln/t2sde. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/rxrbln/t2sde.svg)](https://repogeo.com/en/r/rxrbln/t2sde)
HTML
<a href="https://repogeo.com/en/r/rxrbln/t2sde"><img src="https://repogeo.com/badge/rxrbln/t2sde.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

rxrbln/t2sde — 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