RRepoGEO

REPOGEO REPORT · LITE

kleneway/next-ai-starter

Default branch main · commit 690c51ad · scanned 6/9/2026, 11:33:07 PM

GitHub: 516 stars · 218 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
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 kleneway/next-ai-starter, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    nextjs, ai, starter-kit, template, fullstack, web-development, vercel-ai-sdk, shadcn-ui, supabase, ai-coding-tools, nextjs-14, app-router
  • highreadme#2
    Reposition the project description to the top of the README

    Why:

    CURRENT
    # A Note from Kevin

Hi! If you're at this repo, you've probably seen one of my AI coding videos and want to try some of those techniques yourself. If you have no clue what I'm talking about, here's a good video to show you my approach and how to best use this repo: https://youtu.be/gXmakVsIbF0
    COPY-PASTE FIX
    # 🚀 Next.js Modern Stack Template

A Next.js template that combines commonly used tools and libraries for building full-stack web applications. This stack is specifically designed to be optimized for AI coding assistants like Cursor.

# A Note from Kevin

Hi! If you're at this repo, you've probably seen one of my AI coding videos and want to try some of those techniques yourself. If you have no clue what I'm talking about, here's a good video to show you my approach and how to best use this repo: https://youtu.be/gXmakVsIbF0
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add the URL for your live demo or project page here (e.g., 'https://your-project-demo.vercel.app')

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 kleneway/next-ai-starter
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/ai · recommended 2×
  2. t3-oss/create-t3-app · recommended 2×
  3. vercel/ai-chatbot · recommended 1×
  4. shadcn/ui · recommended 1×
  5. Blazity/next-enterprise · recommended 1×
  • CATEGORY QUERY
    Looking for a Next.js starter kit optimized for building applications with AI coding tools.
    you: not recommended
    AI recommended (in order):
    1. Vercel AI SDK (vercel/ai)
    2. Next.js AI Chatbot (vercel/ai-chatbot)
    3. shadcn/ui (shadcn/ui)
    4. T3 Stack (t3-oss/create-t3-app)
    5. create-t3-app (t3-oss/create-t3-app)
    6. Next.js Enterprise Boilerplate (Blazity/next-enterprise)
    7. Next.js Starter Kit by Vercel (vercel/nextjs-boilerplate)

    AI recommended 7 alternatives but never named kleneway/next-ai-starter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to set up a Next.js project for efficient development using AI agents and tools?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot / GitHub Copilot Chat
    2. Vercel AI SDK (vercel/ai)
    3. TypeScript (microsoft/TypeScript)
    4. ESLint (eslint/eslint)
    5. Prettier (prettier/prettier)
    6. Storybook (storybookjs/storybook)
    7. Cypress (cypress-io/cypress)
    8. Playwright (microsoft/playwright)
    9. ChatGPT
    10. Claude

    AI recommended 10 alternatives but never named kleneway/next-ai-starter. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 kleneway/next-ai-starter?
    pass
    AI named kleneway/next-ai-starter explicitly

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

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

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

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kleneway/next-ai-starter — 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