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 | 15,683 | 76.6 | 10% | 55.9 | 2.2% | 78.0% | Details → |
| WordPress | 159,722 | 72.2 | 0% | 23.8 | 6.9% | 76.5% | Details → |
| PrestaShop | 2,632 | 71.7 | 10% | 6.2 | 7.3% | 65.5% | Details → |
| TYPO3 | 3,659 | 71.6 | 0% | 17.1 | 2.7% | 32.8% | Details → |
| Joomla | 3,347 | 71.3 | 0% | 21.3 | 4.2% | 21.3% | Details → |
| Drupal | 10,573 | 71.2 | 0% | 21.4 | 4.8% | 21.5% | Details → |
| Laravel | 709 | 70.4 | 0% | 23.3 | 5.1% | 57.4% | Details → |
| MediaWiki | 920 | 70.3 | 0% | 16.4 | 10.8% | 16.4% | Details → |
| Adobe Experience Manager | 3,202 | 70.2 | 10% | 45.4 | 2.7% | 43.2% | Details → |
| Sitecore | 776 | 69.6 | 10% | 94.2 | 3.9% | 36.5% | Details → |
| Hugo | 993 | 69.4 | 0% | 9.9 | 5.8% | 21.0% | Details → |
| Astro | 967 | 69.1 | 5% | 49.3 | 7.1% | 45.1% | Details → |
| Blogger | 4,472 | 68.9 | 0% | 124.5 | 9.1% | 24.6% | Details → |
| HubSpot CMS | 2,873 | 67.9 | 10% | 79.8 | 3.8% | 39.8% | Details → |
| Ghost | 348 | 67.7 | 0% | 7.7 | 2.9% | 95.1% | Details → |
| Ruby on Rails | 2,498 | 67.0 | 0% | 15.1 | 7.4% | 38.3% | Details → |
| Magento | 2,243 | 66.1 | 10% | 31.7 | 5.7% | 40.2% | Details → |
| Squarespace | 1,631 | 65.0 | 10% | 57.0 | 1.7% | 90.9% | Details → |
| Wix | 2,340 | 64.8 | 10% | 310.4 | 4.0% | 83.4% | Details → |
| Django | 1,273 | 64.3 | 0% | 7.4 | 10.4% | 23.9% | Details → |
| Webflow | 2,644 | 64.1 | 10% | 18.6 | 3.1% | 33.8% | Details → |
| Gatsby | 3,136 | 64.0 | 5% | 61.6 | 7.0% | 43.0% | Details → |
| Netlify | 787 | 61.5 | 12% | 72.3 | 3.9% | 23.9% | Details → |
| Next.js | 38,705 | 61.3 | 6% | 162.0 | 7.1% | 39.7% | Details → |
| FastAPI | 97 | 61.0 | 13% | 41.5 | 9.3% | 27.8% | Details → |
| Svelte/SvelteKit | 974 | 60.0 | 7% | 231.2 | 11.0% | 24.9% | Details → |
| Contentful | 361 | 57.4 | 17% | 135.0 | 5.8% | 39.1% | Details → |
| Express | 48,434 | 56.9 | 11% | 171.2 | 22.0% | 32.7% | Details → |
| Nuxt.js | 9,226 | 56.5 | 6% | 189.1 | 9.5% | 33.8% | Details → |
| Angular | 5,074 | 44.9 | 37% | 130.2 | 6.7% | 27.7% | Details → |
| Vercel | 1,200 | 44.0 | 14% | 88.2 | 4.8% | 13.0% | Details → |
| React | 871 | 43.6 | 39% | 161.3 | 7.7% | 26.3% | Details → |
| Cloudflare Pages | 96,650 | 40.8 | 16% | 131.2 | 24.2% | 15.3% | Details → |
| Vue.js | 3,908 | 35.3 | 44% | 573.4 | 25.9% | 12.9% | Details → |
| Custom / Proprietary | 567,228 | 30.8 | 13% | 40.9 | 5.7% | 7.1% | Details → |
| 22 | 0.0 | 0% | 0.0 | 0.0% | 0.0% | Details → |
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