photobox.co.uk 72 B
🛡️ SEO 61 🤖 GEO 84 ⚡ Perf 59 🏗️ Arch 73

photobox.co.uk — Global SEODiff Score 72/100

photobox.co.uk
📊

photobox.co.uk achieves a 78/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the infrastructure sector, photobox.co.uk outperforms the average (57), 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. The token bloat ratio sits at a lean 4.6×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Structured data coverage is solid at 2 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (59) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 2 snapshots
Mar 16 Mar 18
🔔 Recent AI Indexing Activity
📉 Mar 18 ACRI -1 (66→65)
📈 Mar 16 ACRI +1 (65→66)
Does your site score higher than photobox.co.uk?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)61 × 0.25 = 15.2
🤖 AI Readiness / GEO (40% weight)84 × 0.40 = 33.6
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)73 × 0.15 = 10.9
Weighted sum = 15.2 + 33.6 + 11.8 + 10.9
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
57
Structure
avg 35
44
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #45127
+8 pts
Gap
AI (ACRI)
Top 12%
Score 78/100

photobox.co.uk shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why photobox.co.uk ranks here

Tech stackExpress
RenderingSSR
Schema coverage2 blocks
Token bloat4.6×

Fastest improvements

  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • Create an llms.txt file 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 →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

61/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

61 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

151 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 3
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.photobox.co.uk/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-GB
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Photobox UK: 50% off Photo books & Wall art, 40% off the rest
  • ✓ og:description — With Photobox, you easily create & order your ⭐ Photo Books ⭐ Photo Prints ⭐ Canvas Prints ⭐ Personalised Cards ⭐ Mugs ⭐ Calendars & more!
  • ✓ og:image — preview
  • ✓ twitter:card — summary
📐 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

84/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the infrastructure sector, safely.co.jp (ACRI: 90) 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 →
photobox.co.uk
65
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 blocks and uses WordPress. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

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

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 57/100 — Fair
Structured Elements 126 elements (126 lists, 0 rows, 0 headers)
Total Words1300
Raw Density9.7%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 schema types detected
✅ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
✅ WebSite
💡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.

📐 AI Efficiency Metrics Docs

73
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability73/100 — AI models can easily extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

21%
🗑️ 79%
Useful Content (56.1 KB)Bloat (201.4 KB)
Token Bloat Ratio4.6× — Lean

Multimodal Readiness

Visual Context40% Optimized for Vision
Image Alt Coverage10 / 25 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 40% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

10 Entropy
Poor Token Bloat: High
Noise Ratio: 78.2% · SNR: 0.28 · Signal: 14350 / Noise: 51570 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.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of photobox.co.uk and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
Photobox provides a platform for users to create and print personalized photo products, including photo books, wall art, and gifts,
Target Audience
Photographers, families, gift-givers, and individuals seeking to preserve and share personal memories.
Pricing Model
Subscription-based with tiered pricing based on usage and product selection, offering discounts for bulk orders and student accounts.
🏆 Competitive Moat
Combination of a broad product range, user-friendly design tools, and a strong brand reputation built over two decades, creating a loyal customer base.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Template comparison pages (e.g., photo books, themed photo books)Integration directory pages (redirects from bonusprint to Photobox)
⚡ Key Pain Points
• Limited SEO visibility due to reliance on template-generated pages
• Lack of a structured FAQ schema
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Servernginx/1.23.4
CDN
HTTP Status200
Load Time927 ms
Raw HTML Size257.5 KB
Visible Text Size56.1 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

927 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

1005
DOM nodes
258 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=3600, stale-while-revalidate=600, stale-if-error=86400
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
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

73/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.photobox.co.uk/storefront-sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

154
internal links
28
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-GB
  • ✓ 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 65/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for photobox.co.uk
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/photobox.co.uk" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=photobox.co.uk" 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 82 pages · Deep-10

Homepage ACRI
65
Single-page score
-8
Moderate hidden bloat
Δ delta
Site-Wide ACRI
58
Avg across 82 pages · Range 0–69
Total Words
147150
Avg Bloat
36.5×
Page Type ACRI Token Bloat Words Status
https://www.photobox.co.uk/personalised-gifts/year-in-review
Your Year in Review: 2025 Photo Books, Calendars & Wall Art
pricing 69 19.9× 1131 💰 Pricing
https://www.photobox.co.uk/personalised-mugs/pride
Pride mug | Personalised LGTBI Photo Mug | Rainbow Mug
pricing 69 51.9× 6375 💰 Pricing
https://www.photobox.co.uk/personalised-mugs/children
Personalised Children's Mugs | Create Photo Mugs for Kids
pricing 69 51.9× 6374 💰 Pricing
https://www.photobox.co.uk/wall-art/poster-printing
Poster Printing | ≈A3 & ≈A4 Personalised Photo Poster Prints
pricing 69 27.7× 3171 💰 Pricing
https://www.photobox.co.uk/personalised-gifts/christmas/for-friends
Best Friend Christmas Gifts | Christmas Ideas for Friends
pricing 66 19.3× 1014 💰 Pricing
https://www.photobox.co.uk/kitchen-calendar
Kitchen calendar » Design & order online » Photobox
pricing 66 19.0× 753 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a5/PAP_665/9xj-f0Cm4n78qOOlOKXfVr
Bright and bold | Calendar A5-portrait
pricing 64 41.0× 1478 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a4/PAP_659/9ai-Cq9Uq638FxIthm8Q0X
Vintage monochrome | Calendar A4
pricing 64 39.9× 1508 💰 Pricing
https://www.photobox.co.uk/photo-books/templates
Theme Photo Books | Personalised Photo Album Theme Ideas
pricing 64 78.0× 13450 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a3/PAP_660/3fqvfUVAq7sAP1CLTrsyvT
Photo strip boxes | Calendar A3
pricing 64 39.8× 1511 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a3-landscape/PAP_668/DnZJxL-Uqr9B8v1N7DADBQ
Traditional flowers | Calendar A3-landscape
pricing 64 40.5× 1477 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/wall
Wall Calendars 2026 » Personalised Wall Photo Calendars
pricing 64 69.2× 15159 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a3/PAP_660/8xlnIsFZ4SsBSEj6da9N3E
White space | Calendar A3
pricing 64 39.9× 1508 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a4-double/PAP_653/3IGoJul1qIPAN4qGGLfX1C
Big month | Calendar A4-double
pricing 64 39.9× 1510 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/desk-standard/PAP_962/7bXM_GBLqjoBImO7Flxe7P
Watercolour spots | Calendar desk
pricing 64 41.0× 1449 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a3/PAP_660/BGr6qc7aqMv9aDjepDN0Lm
Traditional flowers | Calendar A3
pricing 64 39.9× 1508 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a4-double/PAP_653/4WBdn88La6nBN79v0_30ci
Surfing sunsets | Calendar A4-double
pricing 64 39.9× 1510 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a3/PAP_660/9-w4gtgI4x2A4WOAGU5VH4
Bright and bold | Calendar A3
pricing 64 40.3× 1511 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a4-landscape/PAP_667/00ptOFroayB9UTzH72aF4q
Crafted memories | Calendar A4-landscape
pricing 64 40.5× 1478 💰 Pricing
https://www.photobox.co.uk/personalised-calendars/a5/PAP_665/66UxnzeT42CBOvLlnjJ89B
Vintage monochrome | Calendar A5-portrait
pricing 64 40.5× 1475 💰 Pricing
Showing 20 of 82 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/personalised-calendars/ 58 64 0% 40.8× High JS Bloat
/photo-books/ 4 64 0% 50.5× High JS Bloat
/personalised-mugs/ 2 69 0% 51.9× High JS Bloat
/about/ 2 56 0% 50.3× High JS Bloat
/personalised-gifts/ 2 68 0% 19.6× Bot Blocked
/photo-book-covers-softcovers/ 1 61 1% 21.0× Bot Blocked
/contact/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 48 1% 42.2× Bot Blocked
/personalised-cards/ 1 64 0% 35.0× High JS Bloat
/personalised-jigsaw/ 1 64 0% 31.4× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 82 pages
checkout.ecom.photobox.co.uk ×74
myaccount.photobox.co.uk ×74
service.storiogroup.com ×74
albelli.nl ×72
instagram.com ×72
onskefoto.se ×72
hofmann.pt ×72
albelli.be ×72
🔄 Re-Crawl & Update 📡 Track this Domain

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/photobox.co.uk

Get your free API key — 100 requests/month included.

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to photobox.co.uk. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
photobox.co.uk (this site) 65 78 Express 4.6× 2
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📊 Semantic Share of Voice

How often would an AI cite photobox.co.uk when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.

Analyzing citation landscape…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to photobox.co.uk. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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 Co?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Co does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Co work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Co."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for photobox.co.uk:

Current Score
78
Projected Score
84
Improvement
+6 pts
Reduce token bloat +3 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history
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