RRepoGEO

REPOGEO REPORT · LITE

steedos/steedos-platform

Default branch 3.0 · commit 2e8c5c37 · scanned 5/21/2026, 2:12:01 AM

GitHub: 1,554 stars · 415 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
27 /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
1 / 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 steedos/steedos-platform, 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 immediately state Steedos Platform's core purpose

    Why:

    CURRENT
    <h1 align="center">Steedos Platform</h1>

<p align="center">
  <strong>Evolving into <a href="https://objectstack.ai">ObjectStack</a>: The AI-Native Infrastructure.</strong>
</p>
    COPY-PASTE FIX
    <h1 align="center">Steedos Platform</h1>

<p align="center">
  <strong>The AI-Native Infrastructure for Enterprise Apps. Turn Prompts into Enterprise Software.</strong>
</p>

<p align="center">
  <em>Evolving into <a href="https://objectstack.ai">ObjectStack</a>: The AI-Native Infrastructure.</em>
</p>
  • mediumreadme#2
    Add a dedicated 'Comparison' or 'Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Steedos Platform vs. Alternatives

(Add a section here comparing Steedos Platform's AI-native, prompt-driven enterprise app generation capabilities against common low-code/BPM platforms like AppGyver, Budibase, OutSystems, or Salesforce, highlighting key differences.)
  • lowreadme#3
    Clarify the relationship between Steedos Platform and ObjectStack in the README's introduction

    Why:

    CURRENT
    > [!IMPORTANT]
> **🚀 We are migrating to ObjectStack!**
> 
> Steedos Platform is undergoing a major architectural evolution. We are refactoring our core into **ObjectStack** — a modular, headless, and AI-native stack consisting of **ObjectQL** (Protocol), **ObjectOS** (Engine), and **Object UI** (Renderer).
>
> While Steedos Platform v2.x remains supported, future development is focused on the ObjectStack ecosystem.
    COPY-PASTE FIX
    > [!IMPORTANT]
> **🚀 Steedos Platform is evolving into ObjectStack!**
> 
> Steedos Platform is the enterprise-grade implementation of the **ObjectStack** architecture, undergoing a major architectural evolution to fully embrace its modular, headless, and AI-native stack consisting of **ObjectQL** (Protocol), **ObjectOS** (Engine), and **Object UI** (Renderer).
>
> Steedos Platform v2.x remains supported, with future development focused on enhancing its role within the ObjectStack ecosystem.

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 steedos/steedos-platform
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AppGyver (SAP Build Apps)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AppGyver (SAP Build Apps) · recommended 1×
  2. Budibase · recommended 1×
  3. ToolJet · recommended 1×
  4. Next.js · recommended 1×
  5. OpenAI's GPT-4 · recommended 1×
  • CATEGORY QUERY
    Seeking an open-source platform to generate enterprise applications from AI prompts.
    you: not recommended
    AI recommended (in order):
    1. AppGyver (SAP Build Apps)
    2. Budibase
    3. ToolJet
    4. Next.js
    5. OpenAI's GPT-4
    6. Hugging Face
    7. LangChain
    8. GitHub Copilot
    9. VS Code
    10. JetBrains IDEs
    11. React
    12. Angular
    13. Vue.js
    14. Django
    15. Ruby on Rails

    AI recommended 15 alternatives but never named steedos/steedos-platform. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What low-code alternatives are available for building scalable, AI-native business process management solutions?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Power Platform
    2. Appian
    3. Pega Platform
    4. OutSystems
    5. ServiceNow App Engine
    6. Creatio

    AI recommended 6 alternatives but never named steedos/steedos-platform. 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 steedos/steedos-platform?
    pass
    AI did not name steedos/steedos-platform — 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 steedos/steedos-platform in production, what risks or prerequisites should they evaluate first?
    pass
    AI named steedos/steedos-platform 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 steedos/steedos-platform solve, and who is the primary audience?
    pass
    AI did not name steedos/steedos-platform — 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?

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite