Drupal AI Readiness
Drupal AI Readiness: What the Data Shows
Across 10,577 Drupal sites in the SEODiff Radar, the average AI-Readiness score is 71.2/100 — +27.3 points above the global baseline of 43.9.
Bot access is a key differentiator: 4.8% of Drupal sites block GPTBot via robots.txt, compared to 8.6% global average. Meanwhile, only 11.5% ship structured data (Organization or Product schema), which remains one of the fastest ways to improve AI discoverability.
The average ghost ratio for Drupal sites is 0% — solid server-side rendering performance. The three highest-impact fixes for Drupal teams are: (1) allow GPTBot + ClaudeBot, (2) add Organization and WebSite schema, and (3) reduce token bloat.
Grade Distribution
AI-Readiness score breakdown: A (90–100), B (70–89), C (50–69), D (30–49), F (0–29)
Top Drupal Sites
| # | Domain | AI Score | Ghost Ratio |
|---|---|---|---|
| 1 | ucas.com | 90 | 0% |
| 2 | manitou.com | 89 | 0% |
| 3 | zoomcatalog.com | 89 | 0% |
| 4 | localjobs.com | 89 | 0% |
| 5 | thinkit.co.jp | 89 | 0% |
| 6 | cash.ch | 89 | 0% |
| 7 | metrological.com | 89 | 0% |
| 8 | k5learning.com | 88 | 0% |
| 9 | silverstone.co.uk | 88 | 0% |
| 10 | aveda.jp | 88 | 0% |
| 11 | renesas.cn | 88 | 0% |
| 12 | circlek.dk | 88 | 0% |
| 13 | sonusnet.com | 88 | 0% |
| 14 | tctranscontinental.com | 88 | 0% |
| 15 | visittheusa.de | 88 | 0% |
| 16 | barnard.edu | 88 | 0% |
| 17 | esteelauder.com.tw | 88 | 0% |
| 18 | pichincha.com | 88 | 0% |
| 19 | pattydoo.de | 88 | 0% |
| 20 | dahlercompany.com | 88 | 0% |
Showing top 20 of 44. View full leaderboard →
Lowest Scoring Drupal Sites
| # | Domain | AI Score | Ghost Ratio |
|---|---|---|---|
| 1 | fieldxlapp.com | 5 | 0% |
| 2 | atalant.info | 5 | 0% |
| 3 | 811trac.com | 5 | 0% |
| 4 | usip.org | 5 | 0% |
| 5 | dementie.nl | 10 | 0% |
| 6 | raja-group.com | 10 | 0% |
| 7 | cubify.com | 10 | 0% |
| 8 | avient.com | 10 | 0% |
| 9 | alemira.com | 10 | 0% |
| 10 | jnjinnovation.com | 10 | 0% |
| 11 | waynesautosales.com | 10 | 0% |
| 12 | reuma.nl | 10 | 0% |
| 13 | ujbuda.hu | 10 | 0% |
| 14 | furqangroup.com | 10 | 0% |
| 15 | leonardo-digasun.com | 10 | 0% |
| 16 | polyone.com | 10 | 0% |
| 17 | stopdisastersgame.org | 10 | 0% |
| 18 | centrale-canine.fr | 10 | 0% |
| 19 | webprosites.co.uk | 10 | 0% |
| 20 | sportkp.ru | 10 | 0% |
Showing bottom 20 of 49.
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