manchester.gov.uk 57 D
🛡️ SEO 14 🤖 GEO 78 ⚡ Perf 74 🏗️ Arch 53

manchester.gov.uk — Global SEODiff Score 57/100

manchester.gov.uk
📊

With a solid 75/100 ACRI, manchester.gov.uk is well-positioned for AI search — better than 81% of sites in the Radar. In the infrastructure sector, manchester.gov.uk outperforms the average (57), suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. The token bloat ratio sits at a lean 3.2×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

57
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (14) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 17, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 1 Mar 17
🔔 Recent AI Indexing Activity
🔄 Mar 12 Content change detected
Does your site score higher than manchester.gov.uk?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)14 × 0.25 = 3.5
🤖 AI Readiness / GEO (40% weight)78 × 0.40 = 31.2
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)53 × 0.15 = 7.9
Weighted sum = 3.5 + 31.2 + 14.8 + 7.9
Global SEODiff Score = 57 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
63
Structure
avg 35
0
Schema
avg 9
75
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 6%
Rank #61442
+13 pts
Gap
AI (ACRI)
Top 19%
Score 75/100

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

Why manchester.gov.uk ranks here

Tech stackCloudflare Pages
RenderingSSR
Schema coverage0 blocks
Token bloat3.2×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

14/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

23 chars
Too short

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 0
  • ✓ Has <h2> headings — found 8
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ 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

78/100 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 →
manchester.gov.uk
52
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 63/100 — Good
Structured Elements 38 elements (38 lists, 0 rows, 0 headers)
Total Words318
Raw Density11.9%

🏷️ 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

64
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability64/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

31%
🗑️ 69%
Useful Content (17.4 KB)Bloat (38.4 KB)
Token Bloat Ratio3.2× — Lean

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 6 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 0% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

45 Entropy
Fair Token Bloat: Medium
Noise Ratio: 68.8% · SNR: 0.45 · Signal: 4462 / Noise: 9835 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 manchester.gov.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
The Manchester Christmas Parade is a family-friendly, festive event featuring a parade of performers, including reindeer, dragons, and elves, creating
Target Audience
Families, local residents, tourists, and anyone seeking festive entertainment.
Pricing Model
Free to attend.
🏆 Competitive Moat
Unique, highly-produced parade elements (e.g., synchronized reindeer, giant castle) and a strong community connection create a memorable and distinct experience.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Route description: Manchester Cathedral - Victoria Street - Deansgate - John Dalton Street - Cross Street - Market Street - St Mary's Gate - Deansgate - Victoria Street - Manchester CathedralAccessibility information: Accessible viewing areas on Cross Street and Deansgate.
⚡ Key Pain Points
• Limited SEO signals beyond route and accessibility.
• Lack of structured data (FAQ schema).
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

AI-Readiness Score75/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time657 ms
Raw HTML Size55.8 KB
Visible Text Size17.4 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

657 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

378
DOM nodes
56 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, max-age=0
  • ✓ CDN cache status → HIT
  • ✓ CDN detected → cloudflare

🔬 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

53/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

56
internal links
6
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
  • ✓ 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 52/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for manchester.gov.uk
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/manchester.gov.uk" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=manchester.gov.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 67 pages · Deep-10

Homepage ACRI
52
Single-page score
+14
Subpages outperform homepage
Δ delta
Site-Wide ACRI
67
Avg across 67 pages · Range 0–82
Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
46883
Avg Bloat
5.9×
Page Type ACRI Token Bloat Words Status
https://www.manchester.gov.uk/news/article/9828/manchester_christmas_parade_this_sunday_7_dec_-_everything_you_need_to_know
Manchester Christmas Parade this Sunday 7 Dec - everything you need to know! | Manchester City Council
pricing 82 4.1× 1218 💰 Pricing
https://www.manchester.gov.uk/news/article/9826/our_town_hall_update_report_sets_out_path_to_completion
Our Town Hall update report sets out path to completion | Manchester City Council
pricing 82 4.1× 1249 💰 Pricing
https://www.manchester.gov.uk/news/article/9817/digital_screen_takeover_across_city_and_tram_wrap_build_uefa_euro_2028_buzz_across_manchester
Digital screen takeover across city and tram wrap build UEFA EURO 2028 buzz across Manchester | Manchester City Council
pricing 82 4.4× 1115 💰 Pricing
https://www.manchester.gov.uk/news/article/9803/council_issues_pledge_to_ensure_childrens_needs_in_manchester_will_bee_heard
Council issues pledge to ensure children's needs in Manchester will 'Bee Heard' | Manchester City Council
pricing 82 4.4× 1126 💰 Pricing
https://www.manchester.gov.uk/news/article/9815/buzz_begins_in_manchester_as_countdown_to_uefa_euro_2028_uk_and_ireland_tournament_gets_underway
Buzz begins in Manchester as countdown to UEFA EURO 2028 UK & Ireland tournament gets underway | Manchester City Council
pricing 82 4.7× 1015 💰 Pricing
https://www.manchester.gov.uk/news/article/9809/plans_for_strangeways_regeneration_finalised
Plans for Strangeways regeneration finalised | Manchester City Council
pricing 82 4.5× 1215 💰 Pricing
https://www.manchester.gov.uk/news/article/9810/manchesters_world-famous_christmas_market_are_now_open
Manchester's World-Famous Christmas Market are now OPEN! | Manchester City Council
pricing 82 3.9× 1467 💰 Pricing
https://www.manchester.gov.uk/news/article/9799/council_accelerates_major_25m_investment_plans_for_moston_lane_%E2%80%93_including_new_public_square
Council accelerates major £25m investment plans for Moston Lane – including new public square | Manchester City Council
pricing 82 4.9× 1057 💰 Pricing
https://www.manchester.gov.uk/news/article/9798/uk-first_social_value_programme_delivering_life_changing_opportunities_for_north_manchester_people_creating_thousands_of_jobs
UK-first Social Value programme delivering life changing opportunities for north Manchester people creating thousands of jobs | Manchester City Council
pricing 82 4.2× 1327 💰 Pricing
https://www.manchester.gov.uk/news/article/9797/council_announces_partnership_with_the_royal_british_legion_to_honour_armed_forces
Council announces partnership with The Royal British Legion to honour Armed Forces | Manchester City Council
pricing 82 4.9× 959 💰 Pricing
https://www.manchester.gov.uk/news/article/9780/manchester_marks_the_80th_anniversary_of_the_fifth_pan-african_congress_this_black_history_month
Manchester marks the 80th anniversary of the Fifth Pan-African Congress this Black History Month | Manchester City Council
pricing 82 4.6× 1182 💰 Pricing
https://www.manchester.gov.uk/news/article/9778/designs_on_manchester_-_winners_of_unique_competition_make_their_mark
Designs on Manchester - winners of unique competition make their mark | Manchester City Council
pricing 82 4.9× 961 💰 Pricing
https://www.manchester.gov.uk/news/article/9776/family_ties_daughter_who_lands_job_with_manchester_s_public_health_team_helps_dad_give_up_20-a-day_smoking_habit_with_thought_of_future_grandchildren
Family Ties: Daughter who lands job with Manchester’s public health team helps Dad give up 20-a-day smoking habit with thought of future grandchildren | Manchester City Council
pricing 82 4.1× 1254 💰 Pricing
https://www.manchester.gov.uk/news/article/9832/tens_of_thousands_turn_out_for_magical_manchester_christmas_parade_-_the_heart-warming_event_of_the_festive_season
Tens of thousands turn out for magical Manchester Christmas Parade - THE heart-warming event of the festive season | Manchester City Council
pricing 82 4.6× 1057 💰 Pricing
https://www.manchester.gov.uk/news/article/9790/a_bright_new_chapter_for_piccadilly_gardens
A bright new chapter for Piccadilly Gardens | Manchester City Council
pricing 82 3.8× 1433 💰 Pricing
https://manchester.gov.uk/case-studies
Using green infrastructure and sustainable travel to create a more liveable city | Climate resilience case studies | Manchester City Council
pricing 82 4.7× 1004 💰 Pricing
https://www.manchester.gov.uk/news/article/9788/chorlton_library_refurbishment_completed
Chorlton Library refurbishment completed | Manchester City Council
pricing 77 7.5× 545 💰 Pricing
https://www.manchester.gov.uk/news/article/9789/manchesters_autumn_and_winter_events_promise_free_family_fun_across_the_city
Manchester's Autumn and Winter Events promise free family fun across the city | Manchester City Council
pricing 77 7.5× 763 💰 Pricing
https://www.manchester.gov.uk/news/article/9816/manchester_celebrates_national_award_for_unlocking_regional_growth_through_lifelong_learning
Manchester celebrates national award for unlocking regional growth through lifelong learning | Manchester City Council
pricing 77 5.1× 906 💰 Pricing
https://www.manchester.gov.uk/news/article/9784/climate_change_plans_set_out_what_manchester_has_to_do_in_the_next_five_years
Climate Change: Plans set out what Manchester has to do in the next five years | Manchester City Council
pricing 77 5.4× 827 💰 Pricing
Showing 20 of 67 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
/news/ 57 76 0% 6.6× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 82 0% 4.7× Healthy
/contact/ 1 57 0% 13.6× High JS Bloat
/blog/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 67 pages
instagram.com ×59
facebook.com ×59
youtube.com ×59
linkedin.com ×59
twitter.com ×59
jadu.net ×59
democracy.manchester.gov.uk ×4
eur03.safelinks.protection.outlook.com ×4
🔄 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/manchester.gov.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 manchester.gov.uk. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
manchester.gov.uk (this site) 52 75 Cloudflare Pages 3.2× 0
seedheritage.com 77 82 Cloudflare Pages 1.6× 0 Compare →
xoffroad.world 77 86 Cloudflare Pages 3.6× 3 Compare →
forums.gamersfirst.com 77 87 Cloudflare Pages 5.3× 2 Compare →
downloadsource.net 77 80 Custom / Proprietary 1.8× 0 Compare →
dalivo.de 77 80 Custom / Proprietary 1.7× 0 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite manchester.gov.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 manchester.gov.uk. 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": "Gov",
  "url": "https://manchester.gov.uk",
  "logo": "https://www.manchester.gov.uk/__data/assets/file/0032/158774/iphone-icon.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": "Gov",
  "url": "https://manchester.gov.uk",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://manchester.gov.uk/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
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 Gov?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Gov does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Gov work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Gov."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
75
Projected Score
88
Improvement
+13 pts
Add Organization schema +6 pts
Add WebSite schema +4 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).

Is this your company?

Monitor your AI visibility score weekly and get alerted when changes happen.

Start Free →

🧭 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
Free Deep Audit → GSC Error Guide →