RRepoGEO

REPOGEO REPORT · LITE

crbnos/carbon

Default branch main · commit dbea63dc · scanned 6/23/2026, 7:22:41 AM

GitHub: 2,138 stars · 287 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 crbnos/carbon, 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
    Clarify project identity in README to avoid confusion with Google Carbon

    Why:

    COPY-PASTE FIX
    Add a prominent note near the top of your README, for example: 'Note: This project, `crbnos/carbon`, is an open-source ERP, MES, and QMS for manufacturing, and is not related to the Google Carbon programming language project.'
  • highreadme#2
    Strengthen README's opening statement with core product categories

    Why:

    CURRENT
    The open core for manufacturing
    COPY-PASTE FIX
    Replace or augment the initial descriptive text (e.g., 'The open core for manufacturing') with: 'Carbon is an open-source ERP, MES, and QMS solution specifically designed for manufacturing. It is perfect for complex assembly, contract manufacturing, and configure-to-order environments.'
  • mediumreadme#3
    Clarify the project's license(s) in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, for example: 'License: This project is released under a custom license. Please refer to the `LICENSE` file for full details on usage and distribution rights.'

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 crbnos/carbon
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Odoo
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Odoo · recommended 2×
  2. ERPNext · recommended 1×
  3. Apache OFBiz · recommended 1×
  4. OpenMFG · recommended 1×
  5. Adempiere/iDempiere · recommended 1×
  • CATEGORY QUERY
    What open-source ERP, MES, and QMS solutions exist for complex assembly manufacturing?
    you: not recommended
    AI recommended (in order):
    1. Odoo
    2. ERPNext
    3. Apache OFBiz
    4. OpenMFG
    5. Adempiere/iDempiere
    6. FreeMES
    7. Openbravo

    AI recommended 7 alternatives but never named crbnos/carbon. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an API-first manufacturing management system with modern web technologies and extensibility.
    you: not recommended
    AI recommended (in order):
    1. Odoo
    2. SAP S/4HANA Cloud
    3. Plex Smart Manufacturing Platform
    4. Epicor Kinetic
    5. Microsoft Dynamics 365 Supply Chain Management
    6. Infor CloudSuite Industrial
    7. Rootstock Manufacturing ERP

    AI recommended 7 alternatives but never named crbnos/carbon. 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 crbnos/carbon?
    pass
    AI named crbnos/carbon explicitly

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

  • If a team adopts crbnos/carbon in production, what risks or prerequisites should they evaluate first?
    pass
    AI named crbnos/carbon 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 crbnos/carbon solve, and who is the primary audience?
    pass
    AI named crbnos/carbon 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 crbnos/carbon. 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/crbnos/carbon.svg)](https://repogeo.com/en/r/crbnos/carbon)
HTML
<a href="https://repogeo.com/en/r/crbnos/carbon"><img src="https://repogeo.com/badge/crbnos/carbon.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

crbnos/carbon — 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