bostonfiber.net 80 A
🛡️ SEO 72 🤖 GEO 87 ⚡ Perf 68 🏗️ Arch 93

bostonfiber.net — Global SEODiff Score 80/100

bostonfiber.net
📊

bostonfiber.net shows strong AI visibility with an ACRI of 78/100, outperforming 88% of indexed domains. In the infrastructure sector, bostonfiber.net outperforms the average (58), suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. With a 3.0× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. Rich structured data (8 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.

80
A — Global SEODiff Score
Comprehensive search visibility assessment
Excellent overall visibility. Architecture (93) is your strongest pillar.
🎯 Top Fix: Fix title tag length → +3 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 25, 2026 · 📋 API
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)72 × 0.25 = 18.0
🤖 AI Readiness / GEO (40% weight)87 × 0.40 = 34.8
⚡ Performance (20% weight)68 × 0.20 = 13.6
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 18.0 + 34.8 + 13.6 + 13.9
Global SEODiff Score = 80 (A)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
49
Structure
avg 36
56
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 27%
Rank #267041
-14 pts
Gap
AI (ACRI)
Top 12%
Score 78/100

bostonfiber.net is more visible to Google than to AI models. There's room to improve AI discoverability to match your search reputation. ACRI measures technical crawler readiness. Read the methodology →

Why bostonfiber.net ranks here

Tech stackCustom / Proprietary
RenderingSSR
Schema coverage8 blocks
Token bloat3.0×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

72/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

73 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

202 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 5
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.bostonfiber.net/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
  • ✓ og:description — Boston Fiber offers premium Boston dedicated servers starting at $155/mo, VPS from $18/mo, and high-speed fiber internet. Located at Coresite Boston datacenter with 24/7 support and same-day deployment.
  • ✗ og:image
  • ✓ 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

87/100 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 →
bostonfiber.net
72
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 49/100 — Fair
Structured Elements 47 elements (47 lists, 0 rows, 0 headers)
Total Words644
Raw Density7.3%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks8 blocks

Schema Coverage Map

4/7 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.

📐 AI Efficiency Metrics Docs

73
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability73/100 — AI models can easily extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

33%
🗑️ 67%
Useful Content (12.7 KB)Bloat (25.5 KB)
Token Bloat Ratio3.0× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage2 / 2 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

50 Entropy
Fair Token Bloat: Medium
Noise Ratio: 66.7% · SNR: 0.50 · Signal: 3253 / Noise: 6516 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…

🔧 Tech Stack

AI-Readiness Score50/100
ServerApache/2.4.58 (Ubuntu)
CDN
HTTP Status200
Load Time1016 ms
Raw HTML Size38.2 KB
Visible Text Size12.7 KB

Performance & Speed

68/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1016 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

368
DOM nodes
38 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.bostonfiber.net/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

33
internal links
0
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 72/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

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

Homepage ACRI
72
Single-page score
+4
Consistent readability
Δ delta
Site-Wide ACRI
77
Avg across 10 pages · Range 59–80
Topical Cohesion
2%
Topical Drift
TF-IDF cosine similarity
Total Words
4824
Avg Bloat
16.0×
Page Type ACRI Token Bloat Words Status
https://bostonfiber.net/pricing
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/products
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/features
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/blog
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/docs
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/case-studies
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/faq
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/integrations
Boston Dedicated Servers, Virtual Servers & Fiber Internet | Boston Fiber
pricing 80 15.1× 517 💰 Pricing
https://bostonfiber.net/about
About Boston Fiber - Local Boston Hosting Company | Boston Fiber
pricing 70 15.4× 414 💰 Pricing
https://bostonfiber.net/contact
Contact Boston Fiber - Get a Hosting Quote | Boston Fiber
pricing 59 23.1× 274 💰 Pricing
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/case-studies/ 1 80 0% 15.1× High JS Bloat
/integrations/ 1 80 0% 15.1× High JS Bloat
/about/ 1 70 0% 15.4× High JS Bloat
/products/ 1 80 0% 15.1× High JS Bloat
/features/ 1 80 0% 15.1× High JS Bloat
/blog/ 1 80 0% 15.1× High JS Bloat
/contact/ 1 59 0% 23.1× High JS Bloat
/pricing/ 1 80 0% 15.1× High JS Bloat
/docs/ 1 80 0% 15.1× High JS Bloat
/faq/ 1 80 0% 15.1× High JS Bloat
🔄 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/bostonfiber.net

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

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📋 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