ucsc.edu shows strong AI visibility with an ACRI of 73/100, outperforming 76% of indexed domains. Compared to other education sites (avg score: 57), ucsc.edu performs above the benchmark, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A 36.4× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.
58
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (34) needs urgent attention.
Top Fix: Reduce token bloat (36×) → +5–10 pts
Does your site score higher than ucsc.edu?
Run the same 40-signal audit on your own domain — free, instant results.
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)34 × 0.25 = 8.5
🤖 AI Readiness / GEO (40% weight)60 × 0.40 = 24.0
⚡ Performance (20% weight)56 × 0.20 = 11.2
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 8.5 + 24.0 + 11.2 + 13.9
Global SEODiff Score = 58 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
49
Structure
avg 35
0
Schema
avg 10
85
Tech Stack
avg 64
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.5%
Rank #5182
+24 pts
Gap
AI (ACRI)
Top 24%
Score 73/100
ucsc.edu punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →
Why ucsc.edu ranks here
Fastest improvements
- Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
- Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
- Create an
llms.txtfile so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt → - Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
Traditional SEO
34/100 25 % of Global Score 🟢 High Confidence📝 Title Tag
198 chars
Too long
Optimal range: 30–60 characters for SERP display.
📋 Meta Description
0 chars
Missing
Optimal range: 120–160 characters for snippet control.
🔤 Heading Hierarchy
- ✓ Exactly 1 <h1> tag — found 1
- ✓ Has <h2> headings — found 12
- ✓ <h2> not before <h1>
🔍 Indexability
- ✓ Canonical tag present →
https://www.ucsc.edu/ - ✓ No noindex directive
- ✓ Meta viewport set
- ✓ HTML lang attribute →
en-US - ✗ Hreflang tags
- ✓ Googlebot allowed by robots.txt
🌐 Social / OpenGraph
- ✗ og:title
- ✗ og:description
- ✗ og:image
- ✗ twitter:card
📐 How the SEO Pillar score is calculated
SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)
Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.
AI Readiness / GEO
60/100 40 % of Global Score 🟢 High ConfidenceThis pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.
Insight: In the education sector,
rndirectors.com
(ACRI: 85) currently has stronger AI extractability.
AI models tend to prefer sources with higher semantic structure and schema coverage.
Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
AI models prioritize pages with strong semantic structure and schema coverage.
rndirectors.com has schema coverage of 4 blocks
and uses WordPress.
Improve your score by implementing the remediation patches below.
Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.
Analyzing hallucination risk…
🤖 Bot Access Matrix
✅
GPTBot (OpenAI)
Allowed
✅
ClaudeBot (Anthropic)
Allowed
✅
CCBot (Common Crawl)
Allowed
✅
Google-Extended
Allowed
✅
Googlebot
Allowed
📊 Structure & Information Density Docs
Structure Grade
49/100 — Fair
Structured Elements
47 elements (47 lists, 0 rows, 0 headers)
Total Words666
Raw Density7.1%
🏷️ Schema Health Docs
Organization Schema
❌ Missing
Product / Service Schema
⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected
Schema Coverage Map
0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.
📐 AI Efficiency Metrics Docs
42
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability42/100 — AI models can partially extract answers from this page
Crawl CostMedium (55/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked
Token Bloat Research
Useful Content (5.3 KB)Bloat (188.8 KB)
Token Bloat Ratio36.4× — Bloated
Multimodal Readiness
Visual Context100% Optimized for Vision
Image Alt Coverage7 / 7 images have alt text
TDM Rights
TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
Your HTML is 194.1 KB, but only 5.3 KB is text. 2% useful / 98% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (36.4×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
🔥 Structural Entropy Check Research
0
Entropy
Poor
Token Bloat: High
Noise Ratio: 97.3% ·
SNR: 0.03 ·
Signal: 1364 / Noise: 48328 tokens
🔬 AI-Crawler Simulation
See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖
AI Answer Preview
NEWSee how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.
Simulating AI extraction…
🔧 Tech Stack
FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN—
HTTP Status200
Load Time1125 ms
Raw HTML Size194.1 KB
Visible Text Size5.3 KB
Performance & Speed
56/100 20 % of Global Score 🟢 High Confidence⏱️ Time to First Byte
1125 ms
Slow — bots may time out or deprioritise
Google considers <200 ms "good". AI crawlers may have even shorter timeouts.
📦 Page Weight
401
DOM nodes
DOM nodes
194 KB
HTML payload
HTML payload
Moderate weight — acceptable for most scenarios
🗄️ Cache & CDN
- ✓ Cache-Control header →
public, max-age=604800 - ✗ CDN cache status
- ✗ CDN detected
🔬 Tracker Tax
0
tracker scripts
tracker scripts
0
third-party domains
third-party domains
0.0%
token overhead
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated
Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)
TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.
Architecture & Trust
93/100 15 % of Global Score 🟢 High Confidence🗺️ Sitemap & Robots
- ✓ Sitemap declared in robots.txt →
https://www.ucsc.edu/wp-sitemap.xml - ✓ Googlebot allowed
- ✓ GPTBot allowed
- ✓ ClaudeBot allowed
🔗 Linking
53
internal links
internal links
11
external links
external links
Good internal linking — helps crawlers discover content
🔒 Security & Trust
- ✓ HSTS header (Strict-Transport-Security)
- ✗ Content-Security-Policy header
- ✓ HTTP status 200 OK (got 200)
♿ Accessibility Signals
- ✓ HTML lang attribute → en-US
- ✓ Meta viewport for mobile
- ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated
Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)
Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.
🏅 AI-Verified Trust Badge
Your site scores 46/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/ucsc.edu" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=ucsc.edu" alt="AI-Verified by SEODiff" width="280" height="52"></a>
💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.
� Deep Crawl Analysis 235 pages · Deep-10
-12
Moderate hidden bloat
Δ delta
Hidden Bloat Detected
Homepage scores 46, but internal pages average only 34 — a -12-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.
Topical Cohesion
Topical Drift
TF-IDF cosine similarity
Total Words
66856
Avg Bloat
538.3×
Ext. Citations
210
| Page | Type | ACRI | Token Bloat | Words | Status |
|---|---|---|---|---|---|
| pricing | 77 | 9.9× | 4038 | 💰 Pricing | |
| pricing | 77 | 8.3× | 5246 | 💰 Pricing | |
| pricing | 67 | 10.2× | 4266 | 💰 Pricing | |
| pricing | 67 | 10.6× | 3457 | 💰 Pricing | |
| pricing | 64 | 19.9× | 1859 | 💰 Pricing | |
| pricing | 64 | 19.6× | 1891 | 💰 Pricing | |
| pricing | 59 | 25.4× | 1898 | 💰 Pricing | |
| pricing | 59 | 20.6× | 2015 | 💰 Pricing | |
| pricing | 59 | 25.2× | 1608 | 💰 Pricing | |
| pricing | 56 | 25.1× | 1443 | 💰 Pricing | |
| pricing | 56 | 53.3× | 772 | 💰 Pricing | |
| pricing | 56 | 40.9× | 893 | 💰 Pricing | |
| pricing | 56 | 74.3× | 525 | 💰 Pricing | |
| pricing | 56 | 32.9× | 1121 | 💰 Pricing | |
| other | 56 | 56.1× | 682 | ✓ | |
| pricing | 56 | 21.1× | 1556 | 💰 Pricing | |
| pricing | 56 | 62.9× | 665 | 💰 Pricing | |
| pricing | 56 | 69.0× | 542 | 💰 Pricing | |
| pricing | 56 | 67.2× | 545 | 💰 Pricing | |
| pricing | 56 | 44.2× | 902 | 💰 Pricing | |
| pricing | 56 | 57.5× | 677 | 💰 Pricing | |
| pricing | 56 | 70.0× | 544 | 💰 Pricing | |
| pricing | 56 | 53.5× | 730 | 💰 Pricing | |
| blog | 53 | 38.5× | 865 | ✓ | |
| pricing | 53 | 36.3× | 894 | 💰 Pricing | |
| pricing | 53 | 60.3× | 517 | 💰 Pricing | |
| pricing | 53 | 62.4× | 516 | 💰 Pricing | |
| pricing | 53 | 59.7× | 541 | 💰 Pricing | |
| pricing | 53 | 49.9× | 672 | 💰 Pricing | |
| other | 53 | 63.4× | 522 | ✓ | |
| pricing | 53 | 56.9× | 593 | 💰 Pricing | |
| pricing | 53 | 37.3× | 942 | 💰 Pricing | |
| other | 53 | 31.8× | 1130 | ✓ | |
| pricing | 53 | 61.4× | 540 | 💰 Pricing | |
| pricing | 53 | 50.4× | 653 | 💰 Pricing | |
| legal | 53 | 53.0× | 623 | ✓ | |
| pricing | 46 | 82.7× | 484 | 💰 Pricing | |
| pricing | 46 | 82.7× | 484 | 💰 Pricing | |
| about | 46 | 97.5× | 374 | ✓ | |
| about | 46 | 89.6× | 425 | ✓ | |
| other | 46 | 117.6× | 327 | ✓ | |
| pricing | 46 | 101.9× | 361 | 💰 Pricing | |
| pricing | 43 | 81.4× | 421 | 💰 Pricing | |
| blog | 43 | 151.2× | 212 | ✓ | |
| pricing | 43 | 126.8× | 251 | 💰 Pricing | |
| other | 43 | 139.0× | 229 | ✓ | |
| other | 43 | 87.8× | 373 | ✓ | |
| pricing | 43 | 94.0× | 338 | 💰 Pricing | |
| other | 43 | 117.4× | 268 | ✓ | |
| other | 43 | 131.3× | 237 | ✓ | |
| other | 43 | 101.1× | 328 | ✓ | |
| pricing | 43 | 76.8× | 432 | 💰 Pricing | |
| pricing | 43 | 82.1× | 417 | 💰 Pricing | |
| other | 43 | 139.8× | 243 | ✓ | |
| other | 43 | 75.5× | 480 | ✓ | |
| pricing | 43 | 71.3× | 455 | 💰 Pricing | |
| other | 43 | 104.2× | 312 | ✓ | |
| other | 43 | 82.3× | 415 | ✓ | |
| other | 43 | 104.6× | 325 | ✓ | |
| support | 43 | 98.5× | 346 | ✓ | |
| pricing | 43 | 76.0× | 470 | 💰 Pricing | |
| other | 43 | 88.1× | 404 | ✓ | |
| pricing | 43 | 118.2× | 283 | 💰 Pricing | |
| other | 43 | 150.3× | 207 | ✓ | |
| pricing | 43 | 103.0× | 326 | 💰 Pricing | |
| pricing | 43 | 149.7× | 235 | 💰 Pricing | |
| other | 43 | 105.9× | 325 | ✓ | |
| pricing | 43 | 90.1× | 383 | 💰 Pricing | |
| pricing | 43 | 116.6× | 285 | 💰 Pricing | |
| careers | 33 | 248.8× | 141 | ✓ | |
| other | 33 | 574.3× | 54 | ✓ | |
| other | 33 | 424.9× | 73 | ✓ | |
| other | 33 | 525.8× | 59 | ✓ | |
| other | 33 | 443.5× | 70 | ✓ | |
| other | 33 | 360.9× | 86 | ✓ | |
| other | 33 | 378.6× | 82 | ✓ | |
| other | 33 | 450.1× | 71 | ✓ | |
| other | 33 | 526.5× | 59 | ✓ | |
| other | 33 | 450.5× | 69 | ✓ | |
| other | 33 | 444.2× | 70 | ✓ | |
| other | 33 | 553.9× | 56 | ✓ | |
| other | 33 | 596.5× | 52 | ✓ | |
| other | 33 | 596.7× | 52 | ✓ | |
| other | 33 | 508.6× | 61 | ✓ | |
| pricing | 33 | 517.7× | 60 | 💰 Pricing | |
| pricing | 33 | 443.5× | 70 | 💰 Pricing | |
| other | 33 | 544.4× | 57 | ✓ | |
| other | 33 | 420.0× | 74 | ✓ | |
| other | 33 | 450.1× | 69 | ✓ | |
| other | 33 | 477.6× | 65 | ✓ | |
| social-proof | 33 | 608.6× | 51 | ✓ | |
| other | 33 | 535.2× | 58 | ✓ | |
| other | 33 | 585.6× | 53 | ✓ | |
| other | 33 | 596.7× | 52 | ✓ | |
| other | 33 | 574.9× | 54 | ✓ | |
| other | 33 | 517.7× | 60 | ✓ | |
| other | 33 | 443.7× | 70 | ✓ | |
| other | 33 | 419.9× | 74 | ✓ | |
| other | 33 | 517.3× | 60 | ✓ | |
| other | 33 | 492.5× | 63 | ✓ | |
| other | 33 | 517.4× | 60 | ✓ | |
| other | 33 | 509.3× | 61 | ✓ | |
| pricing | 33 | 535.1× | 58 | 💰 Pricing | |
| other | 33 | 554.1× | 56 | ✓ | |
| other | 33 | 585.4× | 53 | ✓ | |
| other | 33 | 525.7× | 59 | ✓ | |
| other | 33 | 596.7× | 52 | ✓ | |
| other | 33 | 535.2× | 58 | ✓ | |
| other | 33 | 470.5× | 66 | ✓ | |
| other | 33 | 508.5× | 61 | ✓ | |
| other | 33 | 492.7× | 63 | ✓ | |
| pricing | 33 | 383.9× | 81 | 💰 Pricing | |
| other | 33 | 470.3× | 66 | ✓ | |
| other | 33 | 303.2× | 107 | ✓ | |
| other | 33 | 246.2× | 124 | ✓ | |
| other | 33 | 554.3× | 56 | ✓ | |
| other | 33 | 437.3× | 71 | ✓ | |
| other | 33 | 414.1× | 75 | ✓ | |
| pricing | 33 | 554.1× | 56 | 💰 Pricing | |
| other | 33 | 596.5× | 52 | ✓ | |
| other | 33 | 470.6× | 66 | ✓ | |
| other | 33 | 535.0× | 58 | ✓ | |
| other | 33 | 369.8× | 84 | ✓ | |
| other | 33 | 596.3× | 52 | ✓ | |
| other | 33 | 596.5× | 52 | ✓ | |
| other | 33 | 608.2× | 51 | ✓ | |
| other | 33 | 470.2× | 66 | ✓ | |
| auth | 33 | 477.4× | 65 | ✓ | |
| other | 33 | 368.2× | 85 | ✓ | |
| other | 33 | 585.7× | 53 | ✓ | |
| other | 33 | 563.8× | 55 | ✓ | |
| other | 33 | 303.0× | 103 | ✓ | |
| other | 33 | 596.3× | 53 | ✓ | |
| other | 33 | 180.2× | 184 | ✓ | |
| other | 33 | 435.9× | 70 | ✓ | |
| other | 33 | 190.0× | 175 | ✓ | |
| other | 33 | 208.1× | 171 | ✓ | |
| pricing | 33 | 484.9× | 63 | 💰 Pricing | |
| other | 33 | 388.3× | 80 | ✓ | |
| other | 33 | 425.6× | 73 | ✓ | |
| other | 26 | 357.6× | 50 | ✓ | |
| other | 26 | 743.8× | 23 | ✓ | |
| blog | 23 | 1046.1× | 29 | ✓ | |
| blog | 23 | 1212.2× | 25 | ✓ | |
| blog | 23 | 1314.5× | 23 | ✓ | |
| blog | 23 | 1212.1× | 25 | ✓ | |
| other | 23 | 1407.9× | 22 | ✓ | |
| other | 23 | 1067.8× | 29 | ✓ | |
| other | 23 | 659.9× | 47 | ✓ | |
| other | 23 | 1032.9× | 30 | ✓ | |
| other | 23 | 1068.6× | 29 | ✓ | |
| other | 23 | 688.9× | 45 | ✓ | |
| pricing | 23 | 620.4× | 50 | 💰 Pricing | |
| pricing | 23 | 999.9× | 31 | 💰 Pricing | |
| pricing | 23 | 840.2× | 38 | 💰 Pricing | |
| other | 23 | 704.6× | 44 | ✓ | |
| other | 23 | 861.0× | 36 | ✓ | |
| other | 23 | 689.2× | 45 | ✓ | |
| other | 23 | 999.5× | 31 | ✓ | |
| other | 23 | 1107.3× | 28 | ✓ | |
| pricing | 23 | 861.0× | 36 | 💰 Pricing | |
| other | 23 | 795.1× | 39 | ✓ | |
| other | 23 | 1000.0× | 31 | ✓ | |
| other | 23 | 689.7× | 45 | ✓ | |
| other | 23 | 756.9× | 41 | ✓ | |
| other | 23 | 815.9× | 38 | ✓ | |
| other | 23 | 738.0× | 42 | ✓ | |
| other | 23 | 1290.8× | 24 | ✓ | |
| other | 23 | 912.0× | 34 | ✓ | |
| other | 23 | 1106.1× | 28 | ✓ | |
| other | 23 | 816.0× | 38 | ✓ | |
| other | 23 | 647.0× | 48 | ✓ | |
| other | 23 | 632.9× | 49 | ✓ | |
| pricing | 23 | 794.6× | 39 | 💰 Pricing | |
| other | 23 | 689.4× | 45 | ✓ | |
| other | 23 | 911.7× | 34 | ✓ | |
| other | 23 | 1407.6× | 22 | ✓ | |
| other | 23 | 1244.0× | 25 | ✓ | |
| pricing | 23 | 646.5× | 48 | 💰 Pricing | |
| other | 23 | 620.6× | 50 | ✓ | |
| other | 23 | 688.9× | 45 | ✓ | |
| other | 23 | 1106.7× | 28 | ✓ | |
| other | 23 | 620.4× | 50 | ✓ | |
| pricing | 23 | 633.5× | 49 | 💰 Pricing | |
| other | 23 | 999.5× | 31 | ✓ | |
| other | 23 | 660.0× | 47 | ✓ | |
| pricing | 23 | 816.0× | 38 | 💰 Pricing | |
| other | 23 | 721.3× | 43 | ✓ | |
| other | 23 | 1032.9× | 30 | ✓ | |
| other | 23 | 756.3× | 41 | ✓ | |
| other | 23 | 2326.2× | 13 | ✓ | |
| other | 23 | 1779.3× | 17 | ✓ | |
| conversion | 23 | 838.3× | 37 | ✓ | |
| other | 23 | 689.1× | 45 | ✓ | |
| pricing | 23 | 738.3× | 42 | 💰 Pricing | |
| meta | 23 | 1791.4× | 17 | ✓ | |
| other | 23 | 737.8× | 42 | ✓ | |
| other | 23 | 756.1× | 41 | ✓ | |
| other | 23 | 688.9× | 45 | ✓ | |
| other | 23 | 721.2× | 43 | ✓ | |
| other | 23 | 674.0× | 46 | ✓ | |
| other | 23 | 939.7× | 33 | ✓ | |
| other | 23 | 1257.3× | 24 | ✓ | |
| support | 23 | 1314.9× | 23 | ✓ | |
| other | 23 | 1083.8× | 28 | ✓ | |
| other | 23 | 1317.0× | 23 | ✓ | |
| support | 23 | 1260.0× | 24 | ✓ | |
| other | 23 | 1262.5× | 24 | ✓ | |
| pricing | 23 | 1122.7× | 27 | 💰 Pricing | |
| other | 23 | 1262.5× | 24 | ✓ | |
| other | 23 | 705.0× | 44 | ✓ | |
| other | 23 | 705.5× | 44 | ✓ | |
| other | 23 | 885.8× | 35 | ✓ | |
| other | 23 | 674.3× | 46 | ✓ | |
| other | 23 | 689.2× | 45 | ✓ | |
| other | 23 | 660.1× | 47 | ✓ | |
| support | 23 | 660.5× | 47 | ✓ | |
| about | 23 | 633.3× | 49 | ✓ | |
| other | 23 | 689.2× | 45 | ✓ | |
| other | 23 | 689.8× | 45 | ✓ | |
| other | 23 | 704.9× | 44 | ✓ | |
| blog | 23 | 659.8× | 47 | ✓ | |
| other | 23 | 620.3× | 50 | ✓ | |
| other | 23 | 756.5× | 41 | ✓ | |
| other | 23 | 633.0× | 49 | ✓ | |
| other | 23 | 646.8× | 48 | ✓ | |
| other | 23 | 1032.8× | 30 | ✓ | |
| other | 23 | 1032.8× | 30 | ✓ | |
| other | 23 | 815.8× | 38 | ✓ | |
| other | 23 | 774.9× | 40 | ✓ | |
| other | 23 | 1346.3× | 23 | ✓ | |
| other | 23 | 633.1× | 49 | ✓ | |
| other | 23 | 705.0× | 44 | ✓ | |
| other | 23 | 967.9× | 32 | ✓ | |
| auth | 23 | 2728.4× | 11 | ✓ |
🔗
Outbound External Citations
210 unique external domains cited across 235 pages
Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).
🔌 API Access
Pull this data programmatically. All sub-page metrics are available via our public API.
curl https://seodiff.io/api/v1/deep10/domain/ucsc.eduGet your free API key — 100 requests/month included.
🔗 Similar education Sites
Domains with a similar tech stack, industry, and AI readiness profile to ucsc.edu. Compare side-by-side.
| Domain | ACRI | AI Score | Tech Stack | Token Bloat | Schema | |
|---|---|---|---|---|---|---|
| ucsc.edu (this site) | 46 | 73 | WordPress | 36.4× | 0 | — |
| univen.ac.za | 45 | 71 | WordPress | 35.7× | 0 | Compare → |
| namica.org | 42 | 72 | WordPress | 37.5× | 0 | Compare → |
| raghucollegeofpharmacy.com | 45 | 76 | WordPress | 39.4× | 0 | Compare → |
| humanlibrary.org | 44 | 71 | WordPress | 33.7× | 0 | Compare → |
| athenstech.edu | 50 | 77 | WordPress | 34.6× | 0 | Compare → |
🩹
Remediation Patches
COPY-PASTEAuto-generated code fixes tailored to ucsc.edu. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →
Add Organization JSON-LD
High Impact
⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Ucsc",
"url": "https://ucsc.edu",
"logo": "https://www.ucsc.edu/wp-content/themes/ucsc-2022/images/favicons/favicon-32x32.png",
"sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact
⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Ucsc",
"url": "https://ucsc.edu",
"potentialAction": {
"@type": "SearchAction",
"target": "https://ucsc.edu/search?q={search_term_string}",
"query-input": "required name=search_term_string"
}
}
</script>
Reduce Token Bloat
Medium Impact
⏱ 1–2 hrs
Only 2% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- Move inline CSS to external stylesheets --> <link rel="stylesheet" href="/css/main.css"> <!-- Move inline scripts to external files with defer --> <script src="/js/app.js" defer></script> <!-- Remove duplicate navigation blocks --> <!-- Keep only ONE <nav> in the <header> --> <!-- Ensure <main> wraps your primary content --> <main> <!-- Your content here — this is what AI sees first --> </main>
Add FAQ Schema
Medium Impact
⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is Ucsc?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Add your answer here — describe what Ucsc does in 1-2 sentences."
}
},
{
"@type": "Question",
"name": "How does Ucsc work?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Explain the key features and how users interact with Ucsc."
}
}
]
}
</script>
📈
Projected Impact
ROI EST.If you apply the patches above, here's the estimated improvement for ucsc.edu:
Current Score
73
Projected Score
91
Improvement
+18 pts
Add Organization schema
+6 pts
Add WebSite schema
+4 pts
Reduce token bloat
+5 pts
Add FAQ schema
+3 pts
*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.
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