Code Editors & IDEs
Questions 8Top 5 of 113 brandsScore
Subcategory
Web Frameworks & Libraries
This index adds up the scores of 8 questions. 102 brands are ranked.
- Edition
- Nov 12, 2026
- Methodology
- v5.0
- Panel
- 6 AI surfaces
AI Visibility Ranking
Brands across every question in this category, ordered by GenRank score.
#BrandScore
- 1Django339.1
- 2React245.4
- 3Next.js230.2
- 4Express.js220.2
- 5Flask216.4
- 6FastAPI214.2
- 7Laravel205.8
- 8Vue.js188.7
- 9Ruby on Rails184.1
- 10SvelteKit136.2
Show all 50
- 11Nuxt.js128.4
- 12NestJS121.7
- 13Angular120.3
- 14ASP.NET Core113.4
- 15Tailwind CSS108.9
- 16React Native94.9
- 17Flutter92.8
- 18Astro91.3
- 19Svelte89.1
- 20Node.js85.2
- 21Spring Boot76.2
- 22Bootstrap72.7
- 23Kotlin Multiplatform (KMP)66.2
- 24Bulma64.7
- 25Svelte 558.6
- 26SwiftUI57.1
- 27.NET MAUI49.7
- 28Tornado46.8
- 29Pico.css46.4
- 30Jetpack Compose44.4
- 31SolidJS43.3
- 32Swift (product)41.7
- 33Foundation (product)36.6
- 34TypeScript35.7
- 35UnoCSS34.0
- 36Gin32.8
- 37Laracasts31.3
- 38Pyramid31.3
- 39Fastify30.8
- 40Ionic30.5
- 41Reflex (product)28.2
- 42Dash (product)27.9
- 43Streamlit27.2
- 44Capacitor25.6
- 45Fiber (Go web framework)24.0
- 46NiceGUI23.7
- 47shadcn/ui22.5
- 48Kotlin21.0
- 49Hono20.9
- 50Litestar20.4
- 1Django339.1
- 2React245.4
- 3Next.js230.2
- 4Express.js220.2
- 5Flask216.4
- 6FastAPI214.2
- 7Laravel205.8
- 8Vue.js188.7
- 9Ruby on Rails184.1
- 10SvelteKit136.2
- 11Nuxt.js128.4
- 12NestJS121.7
- 13Angular120.3
- 14ASP.NET Core113.4
- 15Tailwind CSS108.9
- 16React Native94.9
- 17Flutter92.8
- 18Astro91.3
- 19Svelte89.1
- 20Node.js85.2
- 21Spring Boot76.2
- 22Bootstrap72.7
- 23Kotlin Multiplatform (KMP)66.2
- 24Bulma64.7
- 25Svelte 558.6
- 26SwiftUI57.1
- 27.NET MAUI49.7
- 28Tornado46.8
- 29Pico.css46.4
- 30Jetpack Compose44.4
- 31SolidJS43.3
- 32Swift (product)41.7
- 33Foundation (product)36.6
- 34TypeScript35.7
- 35UnoCSS34.0
- 36Gin32.8
- 37Laracasts31.3
- 38Pyramid31.3
- 39Fastify30.8
- 40Ionic30.5
- 41Reflex (product)28.2
- 42Dash (product)27.9
- 43Streamlit27.2
- 44Capacitor25.6
- 45Fiber (Go web framework)24.0
- 46NiceGUI23.7
- 47shadcn/ui22.5
- 48Kotlin21.0
- 49Hono20.9
- 50Litestar20.4
Top 50 of 102
The GenRank score sums each brand’s question-level visibility inside this category. Higher means AI names the brand more often and earlier. It is not bounded, so compare brands within one category, not across categories. Methodology
The questions behind this index
8Each question with its top three brands by GenRank score and how many brands its answers named.
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.
Named by surface
Each cell: of the surface's 8 answers, how many named the brand. Darker means named more often.
- Window
- Oct 18, 2026 ~ Nov 8, 2026
| Brand |  Google AI Overviews |  ChatGPT |  Claude |  Gemini | Google AI Mode |  Microsoft Copilot |
|---|---|---|---|---|---|---|
| 1Django | 4 | 5 | 5 | 5 | 5 | 4 |
| 2React | 3 | 3 | 3 | 3 | 2 | 3 |
| 3Next.js | 3 | 4 | 4 | 3 | 4 | 4 |
| 4Express.js | 4 | 1 | 5 | 5 | 1 | 5 |
| 5Flask | 4 | 3 | 3 | 3 | 3 | 3 |
| 6FastAPI | 2 | 4 | 4 | 4 | 3 | 4 |
| 7Laravel | 3 | 3 | 4 | 4 | 4 | 3 |
| 8Vue.js | 3 | 3 | 3 | 3 | 1 | 3 |
| 9Ruby on Rails | 2 | 2 | 3 | 3 | 3 | 3 |
| 10SvelteKit | 3 | 3 | 2 | 3 | 1 | 2 |
| 11Nuxt.js | 3 | 2 | 2 | 3 | 1 | 2 |
| 12NestJS | 1 | 2 | 2 | 4 | 2 | 3 |
| 13Angular | 3 | 1 | 2 | 2 | 1 | 3 |
| 14ASP.NET Core | 2 | 2 | 2 | 1 | 2 | 2 |
| 15Tailwind CSS | 1 | 2 | 1 | 1 | 1 | 1 |
Named alongside
Brands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.
- Answers naming the brand
- 4
- 13
- 36
- Answers naming both
- 1
- 29
- Answers naming the brand
- 4
- 13
- 36
- Answers naming both
- 1
- 29
| Brand | Answers naming the brand | Named alongside |
|---|---|---|
| Django | 36 | Laravel (29), FastAPI (26), Flask (24) |
| React | 25 | Vue.js (23), Next.js (22), Django (18) |
| Next.js | 30 | Django (22), React (22), Laravel (21) |
| Express.js | 26 | Django (21), Laravel (21), Ruby on Rails (18) |
| Flask | 25 | Django (24), Laravel (17), Express.js (16) |
| FastAPI | 28 | Django (26), Laravel (20), Ruby on Rails (17) |
| Laravel | 29 | Django (29), Ruby on Rails (24), Express.js (21) |
| Vue.js | 23 | React (23), Next.js (20), Django (16) |
| Ruby on Rails | 24 | Django (24), Laravel (24), Express.js (18) |
| SvelteKit | 19 | Next.js (19), Nuxt.js (14), React (14) |
| Nuxt.js | 17 | Next.js (17), SvelteKit (14), Vue.js (13) |
| NestJS | 16 | Express.js (14), Django (13), FastAPI (13) |
| Angular | 15 | Vue.js (15), React (15), Next.js (14) |
| ASP.NET Core | 13 | Django (12), FastAPI (12), Laravel (12) |
| Tailwind CSS | 10 | Bulma (6), Bootstrap (6), Pico.css (5) |
| React Native | 8 | Flutter (7), Kotlin Multiplatform (KMP) (6), SwiftUI (5) |
| Flutter | 7 | React Native (7), Kotlin Multiplatform (KMP) (6), SwiftUI (5) |
| Astro | 13 | Next.js (13), Vue.js (12), React (12) |
| Svelte | 16 | React (16), Vue.js (15), Express.js (13) |
| Node.js | 8 | Express.js (8), Django (5), Flask (5) |
| Spring Boot | 10 | Express.js (10), FastAPI (10), ASP.NET Core (10) |
| Bootstrap | 6 | Tailwind CSS (6), Bulma (6), Pico.css (5) |
| Kotlin Multiplatform (KMP) | 6 | Flutter (6), React Native (6), SwiftUI (5) |
| Bulma | 6 | Tailwind CSS (6), Bootstrap (6), Pico.css (5) |
| Svelte 5 | 6 | Next.js (6), Vue.js (5), React (5) |
| SwiftUI | 5 | Flutter (5), Kotlin Multiplatform (KMP) (5), .NET MAUI (5) |
| .NET MAUI | 5 | Flutter (5), Kotlin Multiplatform (KMP) (5), SwiftUI (5) |
| Tornado | 5 | Django (5), Flask (5), FastAPI (5) |
| Pico.css | 5 | Tailwind CSS (5), Bulma (5), Bootstrap (5) |
| Jetpack Compose | 4 | Flutter (4), Kotlin Multiplatform (KMP) (4), SwiftUI (4) |
Most cited sources
Sites cited by the answers to this category's questions and its subcategories'. Counts are citing answers. All of this week's questions. Earlier ranks appear once two weekly runs of the same methodology exist.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | reddit.com | 12 |
| 2 | geeksforgeeks.org | 8 |
| 3 | quora.com | 6 |
| 4 | kellton.com | 6 |
| 5 | youtube.com | 5 |
| 6 | dev.to | 5 |
| 7 | roadmap.sh | 5 |
| 8 | strapi.io | 5 |
| 9 | shiftasia.com | 4 |
| 10 | contentful.com | 4 |
Sources and brands
Which cited sources appear in the answers that name each brand, counted in answers.
| Cited sources | Brand | Answers naming the brand |
|---|---|---|
| reddit.com | Django | 10 |
| reddit.com | Laravel | 9 |
| reddit.com | Flask | 7 |
| reddit.com | Express.js | 6 |
| geeksforgeeks.org | Express.js | 5 |
| nextjs.org | Next.js | 5 |
| reddit.com | Next.js | 5 |
| fastapi.tiangolo.com | FastAPI | 5 |
| geeksforgeeks.org | Vue.js | 5 |
| geeksforgeeks.org | React | 5 |
| reddit.com | React | 5 |
| reddit.com | FastAPI | 5 |
| shiftasia.com | Next.js | 4 |
| dev.to | Express.js | 4 |
| dev.to | Next.js | 4 |
| fastapi.tiangolo.com | Django | 4 |
| fastapi.tiangolo.com | Next.js | 4 |
| geeksforgeeks.org | Django | 4 |
| geeksforgeeks.org | Flask | 4 |
| geeksforgeeks.org | Next.js | 4 |
| imaginarycloud.com | Django | 4 |
| imaginarycloud.com | Express.js | 4 |
| imaginarycloud.com | Vue.js | 4 |
| imaginarycloud.com | React | 4 |
| imaginarycloud.com | Laravel | 4 |
| imaginarycloud.com | Next.js | 4 |
| nextjs.org | Django | 4 |
| nextjs.org | FastAPI | 4 |
| reddit.com | Vue.js | 4 |
| roadmap.sh | Django | 4 |
| roadmap.sh | Express.js | 4 |
| roadmap.sh | Laravel | 4 |
| roadmap.sh | Next.js | 4 |
| shiftasia.com | Django | 4 |
| shiftasia.com | Laravel | 4 |
| nextjs.org | React | 3 |
| nextjs.org | Laravel | 3 |
| geeksforgeeks.org | FastAPI | 3 |
| fastapi.tiangolo.com | Laravel | 3 |
| geeksforgeeks.org | Laravel | 3 |
| shiftasia.com | Express.js | 3 |
| imaginarycloud.com | Flask | 3 |
| roadmap.sh | FastAPI | 3 |
| roadmap.sh | Vue.js | 3 |
| roadmap.sh | React | 3 |
| shiftasia.com | Vue.js | 3 |
| shiftasia.com | React | 3 |
| dev.to | Django | 3 |
| dev.to | Laravel | 3 |
| dev.to | React | 3 |
| dev.to | Vue.js | 3 |
| shiftasia.com | FastAPI | 2 |
| nextjs.org | Flask | 2 |
| fastapi.tiangolo.com | React | 2 |
| fastapi.tiangolo.com | Flask | 2 |
| imaginarycloud.com | FastAPI | 2 |
| nextjs.org | Vue.js | 2 |
| shiftasia.com | Flask | 2 |
| roadmap.sh | Flask | 2 |
| dev.to | Flask | 2 |
| fastapi.tiangolo.com | Vue.js | 1 |
| dev.to | FastAPI | 1 |
Citations by source type
How many citations in this edition point at each kind of source.
Other indexes in Development & Technical
The other indexes under the same parent, each with its top five brands.
DevOps Tools
Questions 7Top 5 of 145 brandsScore
Databases
Questions 8Top 5 of 170 brandsScore
Monitoring & Observability Tools
Questions 7Top 5 of 134 brandsScore
No-Code & Low-Code Platforms
Questions 7Top 5 of 120 brandsScore