RRepoGEO

REPOGEO REPORT · LITE

horizon-ui/shadcn-nextjs-boilerplate

Default branch main · commit efe90c62 · scanned 6/11/2026, 10:53:01 AM

GitHub: 638 stars · 236 forks

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 horizon-ui/shadcn-nextjs-boilerplate, 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
    Add a concise, direct value proposition at the very top of the README

    Why:

    COPY-PASTE FIX
    Horizon AI Boilerplate: A free, open-source Shadcn UI Next.js boilerplate for building ChatGPT UI Admin Dashboard Templates quickly.
  • mediumtopics#2
    Add AI/ChatGPT related topics

    Why:

    CURRENT
    admin-dashboard, admin-template, dashboard, free-boilerplate, free-nextjs-boilerplate, free-nextjs-template, free-shadcn-ui, nextjs-boilerplate, nextjs-boilerplate-2024, open-source, shadcn, shadcn-boilerplate, shadcn-nextjs-boilerplate, shadcn-nextjs-dashboard, shadcn-template, shadcn-ui, shadcn-ui-starter, shadcn-ui-template, shadcnui, shadcnui-boilerplate
    COPY-PASTE FIX
    admin-dashboard, admin-template, dashboard, free-boilerplate, free-nextjs-boilerplate, free-nextjs-template, free-shadcn-ui, nextjs-boilerplate, nextjs-boilerplate-2024, open-source, shadcn, shadcn-boilerplate, shadcn-nextjs-boilerplate, shadcn-nextjs-dashboard, shadcn-template, shadcn-ui, shadcn-ui-starter, shadcn-ui-template, shadcnui, shadcnui-boilerplate, chatgpt-ui, ai-template, openai-template, saas-ai-boilerplate
  • mediumreadme#3
    Create a dedicated 'Features' section highlighting AI integration

    Why:

    COPY-PASTE FIX
    Add a new '### Features' section to the README, including a bullet point like: 
- **OpenAI ChatGPT AI Template:** The first open-source admin dashboard boilerplate designed specifically for building AI-powered SaaS applications with ChatGPT 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 horizon-ui/shadcn-nextjs-boilerplate
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
tailwindlabs/tailwindcss
Recommended in 3 of 2 queries
COMPETITOR LEADERBOARD
  1. tailwindlabs/tailwindcss · recommended 3×
  2. t3-oss/create-t3-app · recommended 2×
  3. Next.js Admin Dashboard Template (by Creative Tim) · recommended 1×
  4. Tailwind CSS · recommended 1×
  5. Material-UI · recommended 1×
  • CATEGORY QUERY
    Looking for a free Next.js boilerplate to quickly build an admin dashboard with modern UI.
    you: not recommended
    AI recommended (in order):
    1. Next.js Admin Dashboard Template (by Creative Tim)
    2. Tailwind CSS
    3. Material-UI
    4. Next.js Argon Dashboard
    5. Next.js Material Dashboard
    6. Next.js Tailwind Admin Dashboard (by Cruip)

    AI recommended 6 alternatives but never named horizon-ui/shadcn-nextjs-boilerplate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source Next.js starter templates for a SaaS admin panel using a component library?
    you: not recommended
    AI recommended (in order):
    1. Saas UI (saas-ui/saas-ui)
    2. Chakra UI (chakra-ui/chakra-ui)
    3. NextAuth.js (nextauthjs/next-auth)
    4. Stripe
    5. Next.js Enterprise Boilerplate (vercel/nextjs-boilerplate)
    6. Tailwind CSS (tailwindlabs/tailwindcss)
    7. Shadcn UI (shadcn-ui/ui)
    8. Next.js SaaS Starter Kit
    9. Material UI (mui/material-ui)
    10. Open SaaS (open-saas/open-saas)
    11. Tailwind CSS (tailwindlabs/tailwindcss)
    12. Headless UI (tailwindlabs/headlessui)
    13. Next.js Boilerplate by T3 Stack (t3-oss/create-t3-app)
    14. T3 Stack (t3-oss/create-t3-app)
    15. tRPC (trpc/trpc)
    16. Tailwind CSS (tailwindlabs/tailwindcss)
    17. Prisma (prisma/prisma)

    AI recommended 17 alternatives but never named horizon-ui/shadcn-nextjs-boilerplate. 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 horizon-ui/shadcn-nextjs-boilerplate?
    pass
    AI did not name horizon-ui/shadcn-nextjs-boilerplate — 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 horizon-ui/shadcn-nextjs-boilerplate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named horizon-ui/shadcn-nextjs-boilerplate 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 horizon-ui/shadcn-nextjs-boilerplate solve, and who is the primary audience?
    pass
    AI did not name horizon-ui/shadcn-nextjs-boilerplate — 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?

Embed your GEO score

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