Technology Benchmarks
AI readiness benchmarks by tech stack. See how your framework compares.
Client-side frameworks (React, Vue) often score lower on average because script-heavy rendering increases Ghost Ratios relative to SSR-first frameworks.
| Technology | Domains | Avg Score | Ghost Ratio | Token Bloat | GPTBot Blocked | Schema % | |
|---|---|---|---|---|---|---|---|
| Shopify | 18,601 | 76.5 | 10% | 75.9 | 2.4% | 75.3% | Details → |
| WordPress | 186,893 | 72.0 | 0% | 24.7 | 7.0% | 74.4% | Details → |
| PrestaShop | 2,672 | 71.6 | 10% | 6.2 | 7.4% | 64.8% | Details → |
| Joomla | 4,239 | 71.3 | 0% | 19.0 | 4.1% | 19.2% | Details → |
| Drupal | 13,174 | 71.0 | 0% | 19.3 | 5.1% | 19.6% | Details → |
| MediaWiki | 1,206 | 70.5 | 0% | 27.9 | 10.5% | 24.8% | Details → |
| TYPO3 | 4,549 | 70.2 | 0% | 17.1 | 4.3% | 30.6% | Details → |
| Hugo | 1,418 | 70.1 | 0% | 38.9 | 4.4% | 18.8% | Details → |
| Sitecore | 884 | 70.0 | 10% | 82.7 | 4.0% | 35.7% | Details → |
| Adobe Experience Manager | 3,755 | 69.6 | 10% | 44.9 | 3.6% | 42.5% | Details → |
| Laravel | 911 | 69.4 | 0% | 24.2 | 6.8% | 53.9% | Details → |
| Astro | 1,217 | 69.0 | 5% | 47.8 | 7.2% | 43.9% | Details → |
| Ghost | 552 | 67.6 | 0% | 6.8 | 2.9% | 96.2% | Details → |
| HubSpot CMS | 3,324 | 67.0 | 10% | 72.9 | 4.9% | 39.1% | Details → |
| Ruby on Rails | 3,760 | 66.1 | 0% | 15.7 | 7.6% | 29.6% | Details → |
| Blogger | 3,743 | 66.0 | 0% | 120.5 | 9.9% | 32.0% | Details → |
| Squarespace | 2,211 | 65.4 | 10% | 43.9 | 1.6% | 91.4% | Details → |
| Magento | 2,547 | 65.2 | 10% | 39.4 | 7.7% | 42.5% | Details → |
| Wix | 2,888 | 65.0 | 10% | 274.7 | 3.4% | 83.8% | Details → |
| Django | 1,586 | 64.4 | 0% | 7.3 | 10.5% | 20.9% | Details → |
| Webflow | 3,114 | 64.2 | 10% | 19.4 | 3.5% | 34.8% | Details → |
| Express | 47,942 | 63.8 | 12% | 179.9 | 8.9% | 35.9% | Details → |
| Netlify | 1,183 | 62.0 | 12% | 58.1 | 4.5% | 19.6% | Details → |
| Gatsby | 4,066 | 61.6 | 6% | 235.3 | 6.3% | 44.9% | Details → |
| Next.js | 52,426 | 60.0 | 6% | 307.8 | 6.5% | 44.9% | Details → |
| Svelte/SvelteKit | 1,222 | 59.9 | 7% | 232.9 | 11.7% | 23.6% | Details → |
| FastAPI | 173 | 58.6 | 15% | 83.6 | 11.6% | 20.8% | Details → |
| Contentful | 413 | 58.3 | 16% | 143.3 | 4.6% | 36.1% | Details → |
| Nuxt.js | 10,674 | 52.3 | 7% | 287.8 | 10.0% | 33.2% | Details → |
| Vercel | 1,672 | 46.5 | 14% | 91.6 | 4.6% | 12.6% | Details → |
| React | 1,171 | 42.1 | 43% | 552.0 | 5.8% | 21.3% | Details → |
| Cloudflare Pages | 118,869 | 39.9 | 15% | 109.2 | 29.5% | 14.6% | Details → |
| Angular | 5,614 | 36.0 | 45% | 182.2 | 6.7% | 25.1% | Details → |
| Custom / Proprietary | 662,051 | 33.6 | 14% | 39.3 | 6.9% | 7.4% | Details → |
| Vue.js | 4,173 | 26.4 | 59% | 698.2 | 25.4% | 12.8% | Details → |
| 131 | 0.0 | 0% | 0.0 | 0.0% | 0.0% | Details → |
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