symfony.com 72 B
🛡️ SEO 67 🤖 GEO 85 ⚡ Perf 59 🏗️ Arch 63

symfony.com — Global SEODiff Score 72/100

symfony.com
📊

At 82/100, the ACRI for symfony.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the developer vertical, this places symfony.com above the industry average of 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. Token bloat registers at 5.4× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. Rich structured data (7 schema blocks) gives AI systems strong semantic signals for entity recognition and knowledge graph inclusion. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (59) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Mar 4 Mar 20
🔔 Recent AI Indexing Activity
🔄 Mar 11 Content change detected
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)67 × 0.25 = 16.8
🤖 AI Readiness / GEO (40% weight)85 × 0.40 = 34.0
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)63 × 0.15 = 9.4
Weighted sum = 16.8 + 34.0 + 11.8 + 9.4
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
59
Structure
avg 35
54
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.6%
Rank #5834
Aligned
Gap
AI (ACRI)
Top 4%
Score 82/100

symfony.com has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why symfony.com ranks here

Tech stackRuby on Rails
Industrydeveloper
RenderingSSR
Schema coverage7 blocks
Token bloat5.4×

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

67/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

59 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

122 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 6
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://symfony.com/
  • ✓ 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 — Symfony, High Performance PHP Framework for Web Development
  • ✓ og:description — Symfony is a web framework and a set of reusable PHP packages to build web applications, APIs, microservices and CLI apps.
  • ✓ og:image — preview
  • ✓ twitter:card — summary_large_image
📐 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

85/100 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 developer sector, hikkoshizamurai.jp (ACRI: 88) 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 →
symfony.com
68
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 blocks and uses Custom / Proprietary. 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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 59/100 — Fair
Structured Elements 88 elements (83 lists, 5 rows, 0 headers)
Total Words831
Raw Density10.6%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks7 blocks

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

75
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability75/100 — AI models can easily 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

18%
🗑️ 82%
Useful Content (27.6 KB)Bloat (122.7 KB)
Token Bloat Ratio5.4× — Normal

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 1 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

0 Entropy
Poor Token Bloat: High
Noise Ratio: 81.6% · SNR: 0.23 · Signal: 7073 / Noise: 31408 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 symfony.com 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
Symfony is a PHP framework for building websites and web applications.
Target Audience
Developers, system administrators, project managers, project owners
Pricing Model
⚠ SEMANTIC VOID
🔗 Integration Partners
DrupalPrestashopLaravel
🏆 Competitive Moat
Robust PHP framework with a large community and focus on best practices.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Symfony & PHP solutions catalog
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

FrameworkRuby on Rails
AI-Readiness Score70/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time966 ms
Raw HTML Size150.3 KB
Visible Text Size27.6 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

966 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

843
DOM nodes
150 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, s-maxage=1200
  • ✓ CDN cache status → DYNAMIC
  • ✓ 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

63/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

86
internal links
33
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 68/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for symfony.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/symfony.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=symfony.com" 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 1009 pages · Deep-10

Homepage ACRI
68
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
70
Avg across 1009 pages · Range 0–90
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
1373119
Avg Bloat
40.7×
RAG Fractures [?]
2
⚠️
2 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 2 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://symfony.com/doc/current/scheduler.html
Scheduler (Symfony Docs)
pricing 90 8.4× 5736 💰 Pricing
https://symfony.com/doc/current/controller.html
Controller (Symfony Docs)
docs 90 8.4× 5977
https://symfony.com/doc/current/string.html
Creating and Manipulating Strings (Symfony Docs)
docs 90 8.3× 5366
https://symfony.com/doc/current/session.html
Sessions (Symfony Docs)
docs 90 7.8× 7790
https://symfony.com/doc/current/components/http_foundation.html
The HttpFoundation Component (Symfony Docs)
docs 90 9.5× 5635
https://symfony.com/doc/current/components/var_dumper.html
The VarDumper Component (Symfony Docs)
docs 90 9.4× 5038
https://symfony.com/doc/current/components/config/definition.html
Defining and Processing Configuration Values (Symfony Docs)
docs 90 9.9× 4433
https://symfony.com/doc/current/components/lock.html
The Lock Component (Symfony Docs)
pricing 90 8.4× 5901 💰 Pricing
https://symfony.com/doc/current/configuration.html
Configuring Symfony (Symfony Docs)
docs 90 8.8× 5390
https://symfony.com/doc/current/translation.html
Translations (Symfony Docs)
pricing 90 7.3× 8279 💰 Pricing
https://symfony.com/doc/current/components/options_resolver.html
The OptionsResolver Component (Symfony Docs)
docs 90 9.5× 5023
https://symfony.com/doc/current/service_container.html
Service Container (Symfony Docs)
docs 90 8.1× 6705
https://symfony.com/doc/current/components/phpunit_bridge.html
The PHPUnit Bridge (Symfony Docs)
pricing 90 8.4× 5620 💰 Pricing
https://symfony.com/doc/current/introduction/from_flat_php_to_symfony.html
Symfony versus Flat PHP (Symfony Docs)
docs 90 9.6× 4168
https://symfony.com/doc/current/object_mapper.html
Object Mapper (Symfony Docs)
docs 90 8.9× 5349
https://symfony.com/doc/current/console/input.html
Console Input (Arguments & Options) (Symfony Docs)
docs 90 9.5× 4589
https://symfony.com/doc/current/http_client.html
HTTP Client (Symfony Docs)
docs 90 6.4× 12822
https://symfony.com/doc/current/templates.html
Creating and Using Templates (Symfony Docs)
docs 90 7.5× 7564
https://symfony.com/doc/current/frontend/asset_mapper.html
AssetMapper: Simple, Modern CSS & JS Management (Symfony Docs)
docs 90 7.4× 6765
https://symfony.com/doc/current/testing.html
Testing (Symfony Docs)
docs 90 7.7× 6763
Showing 20 of 100 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
/doc/ 419 77 0% 19.6× High JS Bloat
/blog/ 80 72 0% 31.1× High JS Bloat
/contributors/ 1 72 0% 29.6× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 1009 pages
youtube.com ×1002
threads.net ×1002
university.sensiolabs.com ×1002
connect.symfony.com ×1002
linkedin.com ×1002
blackfire.io ×1002
twitter.com ×1002
bsky.app ×1002
🔄 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/symfony.com

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

🔗 Similar developer Sites

Domains with a similar tech stack, industry, and AI readiness profile to symfony.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
symfony.com (this site) 68 82 Ruby on Rails 5.4× 7
billyj.us 83 89 Shopify 6.3× 6 Compare →
billyj.com.au 83 89 Shopify 6.5× 6 Compare →
urdunovelcollection.com 84 90 WordPress 9.0× 7 Compare →
graftonaestheticsspa.com 84 88 Cloudflare Pages 4.8× 4 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite symfony.com 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…

🎭

Bait & Switch Delta

B 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

59
Homepage ACRI
50
Inner Avg ACRI
+9
ACRI Delta
40%
Homepage Ghost
40%
Inner Avg Ghost
23
Drift Score [?]
Worst Inner Pages
59 40% blog https://symfony.com/blog
49 40% integrations https://symfony.com/integrations
49 40% docs https://symfony.com/doc/current/contributing/documentation/translations.html
🛡️

E-E-A-T Trust Signals

D 25/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
Named leadership: Titouan Galopin, David Buchmann, Jérémie Augustin
🔗

Citation Profile

26 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

281
Total Links
26
Unique Domains
18.7
Avg/Page
9%
Diversity
bsky.app university.sensiolabs.com twitter.com connect.symfony.com sensiolabs.com mastodon.social linkedin.com feeds.feedburner.com threads.net facebook.com
🏘️ Outbound Neighborhood Trust Avg Trust: 41.0

AI trust scores for the domains symfony.com links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for symfony.com:

Current Score
82
Projected Score
88
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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