RRepoGEO

REPOGEO REPORT · LITE

nraiden/cofounder

Default branch main · commit 19ba19f6 · scanned 5/17/2026, 11:02:54 AM

GitHub: 6,646 stars · 724 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
33 /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
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 nraiden/cofounder, 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 clearly state the project's core function

    Why:

    CURRENT
    # Cofounder | Early alpha release

* project - cofounder.openinterface.ai
* 👋 @n_raidenai

**cofounderfull stack generative web apps ; backend + db + stateful web apps
- gen ui rooted in app architecture, with ai-guided mockup designer & modular design systems
    COPY-PASTE FIX
    # Cofounder | AI-Generated Full-Stack Web Apps & Generative UI

Cofounder is an early alpha project focused on generating full-stack web applications, including backend, database, stateful web apps, and AI-guided generative UI rooted in app architecture and modular design systems.

* project - cofounder.openinterface.ai
* 👋 @n_raidenai
  • mediumabout#2
    Expand the repository description for clarity

    Why:

    CURRENT
    ai-generated apps , full stack + generative UI
    COPY-PASTE FIX
    Cofounder is an AI-powered platform for generating full-stack web applications, including backend, database, and stateful generative UI with AI-guided design systems.
  • mediumreadme#3
    Add a 'What Cofounder Is Not' section to the README

    Why:

    COPY-PASTE FIX
    ## What Cofounder Is Not

Cofounder is **not** a platform for connecting entrepreneurs with business partners or finding co-founders for your startup. It is also **not** a general-purpose AI assistant for business planning or market research. Its sole focus is on the technical generation of full-stack web applications and generative UI.

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 nraiden/cofounder
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vercel/ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/ai · recommended 1×
  2. vercel/ai-chatbot · recommended 1×
  3. dify-ai/dify · recommended 1×
  4. AppMaster · recommended 1×
  5. Bubble · recommended 1×
  • CATEGORY QUERY
    What tools can generate full-stack web applications from a prompt?
    you: not recommended
    AI recommended (in order):
    1. Vercel AI SDK (vercel/ai)
    2. Next.js AI Chatbot Template (vercel/ai-chatbot)
    3. Dify (dify-ai/dify)
    4. AppMaster
    5. Bubble
    6. Softr
    7. Anima

    AI recommended 7 alternatives but never named nraiden/cofounder. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build generative UI for React applications with AI-guided design systems?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. Gleap.dev
    3. Anima App
    4. Storybook
    5. Plasmic
    6. Vercel's AI SDK
    7. Material UI
    8. Chakra UI
    9. Ant Design

    AI recommended 9 alternatives but never named nraiden/cofounder. 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 nraiden/cofounder?
    pass
    AI did not name nraiden/cofounder — 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 nraiden/cofounder in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nraiden/cofounder 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 nraiden/cofounder solve, and who is the primary audience?
    pass
    AI named nraiden/cofounder explicitly

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

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MARKDOWN (README)
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nraiden/cofounder — 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