RRepoGEO

REPOGEO REPORT · LITE

vercel/next.js

Default branch canary · commit d457e63e · scanned 5/7/2026, 12:25:51 PM

GitHub: 139,309 stars · 31,028 forks

AI VISIBILITY SCORE
92 /100
Healthy
Category recall
2 / 2
Avg rank #1.0 when recommended
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 vercel/next.js, 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
    Refine README opening to highlight core differentiators

    Why:

    CURRENT
    Used by some of the world's largest companies, Next.js enables you to create full-stack web applications by extending the latest React features, and integrating powerful Rust-based JavaScript tooling for the fastest builds.
    COPY-PASTE FIX
    Next.js is the React Framework for building performant, full-stack web applications. It offers flexible, hybrid rendering capabilities (SSR, SSG, ISR, CSR) and a cohesive developer experience, including built-in API routes and powerful Rust-based tooling for the fastest builds.
  • mediumreadme#2
    Add a dedicated section for framework comparisons in the README

    Why:

    COPY-PASTE FIX
    ## Next.js vs. Other Frameworks 
 Next.js differentiates itself through its flexible hybrid rendering capabilities (SSR, SSG, ISR, CSR), integrated API routes, and a cohesive full-stack developer experience, optimized for large-scale React applications. For detailed comparisons with frameworks like Remix, Nuxt.js, SvelteKit, and Astro, please refer to our official documentation.
  • lowtopics#3
    Expand topics with specific feature keywords

    Why:

    CURRENT
    blog, browser, compiler, components, hybrid, nextjs, node, react, server-rendering, ssg, static, static-site-generator, universal, vercel
    COPY-PASTE FIX
    blog, browser, compiler, components, hybrid, nextjs, node, react, server-rendering, ssg, static, static-site-generator, universal, vercel, image-optimization, data-fetching, middleware, internationalization, routing, api-routes

Category GEO backends resolved for this scan: gemini-2.5-flash

Category visibility — the real GEO test

Brand-free queries asked to gemini-2.5-flash. Did AI recommend you, or someone else?

Recall
2 / 2
100% of queries surface vercel/next.js
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
15%
Of all named tools, what % are you?
Top rival
Remix
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Remix · recommended 1×
  2. Nuxt.js · recommended 1×
  3. SvelteKit · recommended 1×
  4. Astro · recommended 1×
  5. SolidStart · recommended 1×
  • CATEGORY QUERY
    What's a robust JavaScript framework for building performant, full-stack web applications quickly?
    you: #1
    AI recommended (in order):
    1. Next.js ← you
    2. Remix
    3. Nuxt.js
    4. SvelteKit
    5. Astro
    6. SolidStart
    Show full AI answer
  • CATEGORY QUERY
    Seeking a web development framework that offers both server-side rendering and static site generation.
    you: #1
    AI recommended (in order):
    1. Next.js (vercel/next.js) ← you
    2. Nuxt.js (nuxt/nuxt)
    3. SvelteKit (sveltejs/kit)
    4. Astro (withastro/astro)
    5. Remix (remix-run/remix)
    6. Qwik City (BuilderIO/qwik)
    7. Gatsby (gatsbyjs/gatsby)
    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 vercel/next.js?
    pass
    AI named vercel/next.js explicitly

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

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

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