What is netbird.io's AI readiness score?

netbird.io scores 70/100 on SEODiff's AI-Readiness Index, placing it in the Moderate range. The ACRI (AI-Crawler Reality Index) score is 48/100 (Grade D).

What tech stack does netbird.io use?

netbird.io uses Next.js as its primary framework with a 5% ghost ratio (SSR rendering).

Is netbird.io visible to AI crawlers like ChatGPT?

GPTBot access: Allowed. ClaudeBot access: Allowed. netbird.io has 0 structured data blocks and a token bloat ratio of 18.5x.

netbird.io SEO & AI Readiness Score: 66/100 (C) — Full Technical Audit

📊

At 70/100, the ACRI for netbird.io indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other developer sites (avg score: 57), netbird.io 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. Heavy markup overhead (18.5× bloat) forces AI systems to wade through excess code before finding useful information. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

C — Global SEODiff Score

Comprehensive search visibility assessment

Strong foundations, but Traditional SEO (50) is your bottleneck.

🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts

🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API

Does your site score higher than netbird.io?

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)50 × 0.25 = 12.5

🤖 AI Readiness / GEO (40% weight)68 × 0.40 = 27.2

⚡ Performance (20% weight)62 × 0.20 = 12.4

🏗️ Architecture & Trust (15% weight)90 × 0.15 = 13.5

Weighted sum = 12.5 + 27.2 + 12.4 + 13.5

Global SEODiff Score = 66 (C)

📊 ACRI Sub-Scores (AI Readiness Detail)

100

Bot Access

avg 92

Rendering

avg 93

Structure

avg 35

Schema

avg 10

Tech Stack

avg 64

🔀

Visibility Delta: Google vs AI

Google (Tranco)

Top 0.7%

Rank #6528

+32 pts

Gap

AI (ACRI)

Top 32%

Score 70/100

netbird.io 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 netbird.io ranks here

Tech stackNext.js

Industrydeveloper

RenderingSSR

Schema coverage0 blocks

Token bloat18.5×

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.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…

Overview 🛡️ SEO 🤖 GEO ⚡ Perf 🏗️ Arch Remediation Export

See other Next.js sites → developer industry → Full leaderboard → Domain A–Z →

🛡️

Traditional SEO

50/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

43 chars

Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

116 chars

Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

✓ Exactly 1 <h1> tag — found 1
✓ Has <h2> headings — found 9
✓ <h2> not before <h1>

🔍 Indexability

✗ Canonical tag present
✓ No noindex directive
✓ Meta viewport set
✓ HTML lang attribute → en
✗ 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

68/100 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 →

netbird.io

Your ACRI Score

→

hikkoshizamurai.jp

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 5%

0% — Safe 50% 100% — Risk

Status Server-Side Rendered (Safe)

Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 40/100 — Fair

Structured Elements 48 elements (48 lists, 0 rows, 0 headers)

Total Words988

Raw Density4.9%

🏷️ 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

AI Extractability

Medium

Crawl Cost

None

Blocklist Risk

Extractability42/100 — AI models can partially extract answers from this page

Crawl CostMedium (40/100) — moderate for AI crawlers to process

Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

🗑️ 95%

Useful Content (6.9 KB)Bloat (119.6 KB)

Token Bloat Ratio18.5× — Heavy

Multimodal Readiness

Visual Context62% Optimized for Vision

Image Alt Coverage51 / 82 images have alt text

TDM Rights

TDM-Reservation HeaderNot set

X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

0 Entropy

Poor Token Bloat: High

Noise Ratio: 94.6% · SNR: 0.06 · Signal: 1754 / Noise: 30627 tokens

Run Full Entropy Audit →

🔬 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

FrameworkNext.js

AI-Readiness Score70/100

Servernginx

CDN—

HTTP Status200

Load Time1465 ms

Raw HTML Size126.5 KB

Visible Text Size6.9 KB

⚡

Performance & Speed

62/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1465 ms

Slow — bots may time out or deprioritise

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

📦 Page Weight

737
DOM nodes

126 KB
HTML payload

Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

✓ Cache-Control header → s-maxage=31536000
✗ 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

90/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

✓ Sitemap declared in robots.txt → https://netbird.io/sitemap.xml
✓ Googlebot allowed
✓ GPTBot allowed
✓ ClaudeBot allowed

🔗 Linking

36
internal links

26
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 48/100. 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/netbird.io" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=netbird.io" alt="AI-Verified by SEODiff" width="280" height="52"></a>

[![AI-Verified by SEODiff](https://seodiff.io/api/v1/badge?domain=netbird.io)](https://seodiff.io/radar/domains/netbird.io)

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 132 pages · Deep-10

Homepage ACRI

Single-page score

+16

Subpages outperform homepage

Δ delta

Site-Wide ACRI

Avg across 132 pages · Range 23–82

Topical Cohesion

Topical Drift

TF-IDF cosine similarity

Total Words

169684

Avg Bloat

23.6×

RAG Fractures

Ext. Citations

189

⚠️

64 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 64 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page	Type	ACRI	Token Bloat	Words	Status
https://netbird.io/knowledge-hub/vibecobe-netbird-for-five-percent Vibecode This in a Weekend and Take 5% of the Company	pricing	82	8.7×	2568	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/open-source-zero-trust-networking Open Source Zero Trust Networking	pricing	82	9.7×	3460	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/openvpn-vs-netbird OpenVPN vs. NetBird	pricing	82	9.4×	2984	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/tailscale-vs-netbird Tailscale vs. NetBird	pricing	82	9.3×	2521	💰 Pricing
https://netbird.io/knowledge-hub/top-5-alternatives-to-openvpn Top 5 Alternatives to OpenVPN	pricing	82	9.3×	3075	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/top-5-opensource-alternatives-to-tailscale2 Top 5 Open Source Alternatives to Tailscale	pricing	82	9.3×	3012	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/top-5-zerotier-alternatives Top 5 Alternatives to ZeroTier	pricing	82	9.6×	3028	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/twingate-vs-netbird Twingate vs. NetBird	pricing	82	7.5×	3894	💰 Pricing
https://netbird.io/knowledge-hub/what-is-site-to-site-vpn What Is a Site-to-Site VPN?	pricing	82	9.7×	2100	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/forticlient-ztna-vs-netbird FortiClient ZTNA vs. NetBird	pricing	82	7.3×	3942	💰 Pricing
https://netbird.io/terms NetBird - Terms of Service	pricing	82	4.0×	2784	💰 Pricing
https://netbird.io/privacy NetBird - Privacy Policy	pricing	82	4.2×	3440	💰 Pricing
https://netbird.io/cla NetBird - Contributor License Agreement	pricing	74	6.1×	1478	💰 Pricing
https://netbird.io/knowledge-hub/netbird-vs-pangolin Pangolin vs. NetBird	pricing	72	10.2×	3012	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/on-premise-to-aws-site-to-site-vpn Getting Started with an On-premise-to-AWS Site-to-Site VPN	pricing	72	13.0×	1856	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/overlay-networks-basics Understanding Overlay Networks - The Basics	pricing	72	14.1×	1285	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/qwertiko Rethinking Network Access: qwertiko Goes Zero Trust with NetBird	pricing	72	13.5×	1205	💰 Pricing
https://netbird.io/knowledge-hub/the-first-quantum-resistant-mesh-vpn The First Quantum-Resistant Mesh VPN	pricing	72	12.4×	2081	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/remote-access-security-for-sme A Guide to Remote Access Security for SMEs	pricing	72	10.1×	2121	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/secure-remote-access-to-vpcs-lans-offices Secure Remote Access to VPCs, LANs, and Offices	pricing	72	12.1×	2010	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/serverless-azure-functions-security-best-practices Security Best Practices for Serverless Azure Functions	pricing	72	11.2×	1876	💰 Pricing
https://netbird.io/knowledge-hub/serverless-security-vulnerabilities-and-how-to-mitigate-them Serverless Security Vulnerabilities and Best Practices to Mitigate Them	pricing	72	10.5×	2082	💰 Pricing
https://netbird.io/knowledge-hub/top-5-tailscale-alternatives Top 5 Tailscale Alternatives	pricing	72	10.4×	2530	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/truenas-setup-and-remote-access TrueNAS Made Easy - Install, Set Up, and Access From Anywhere	pricing	72	10.0×	3163	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/understanding-the-ikev1-protocol-in-ipsec Understanding the IKEv1 Protocol in IPSec	pricing	72	12.1×	1443	💰 Pricing
https://netbird.io/knowledge-hub/using-ssh-to-secure-remote-access Using SSH for Secure Remote Access	pricing	72	11.4×	2319	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/zerotier-vs-netbird ZeroTier versus NetBird - Which Should You Choose?	pricing	72	12.3×	1529	💰 Pricing
https://netbird.io/knowledge-hub/iot-security-essentials-and-remote-access IoT Security Essentials. How to Achieve Secure Remote Access	pricing	72	11.6×	1813	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/zerotier-vs-netbird2 ZeroTier vs. NetBird	pricing	72	10.8×	3178	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/ipsec-tunneling-demystified IPSec Tunneling Demystified. Enhancing Data Security Across Networks	pricing	72	10.3×	1969	💰 Pricing
https://netbird.io/knowledge-hub/aws-lambda-serverless-security AWS Lambda Serverless Security. Mistakes, Oversights, and Potential Vulnerabilities	pricing	72	10.5×	1969	💰 Pricing
https://netbird.io/knowledge-hub/getting-started-with-an-azure-site-to-site-vpn Getting Started with an Azure Site-to-Site VPN	pricing	72	12.9×	2254	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/getting-started-with-docker Docker for Beginners - Everything You Need to Get Started	pricing	72	11.0×	2625	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/home-assistant-access Expose Home Assistant to the Internet Without Opening Any Ports	pricing	72	12.4×	1992	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/how-we-integrated-rosenpass How We Integrated Rosenpass in NetBird	pricing	72	13.3×	1443	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/msp-acronis-integration NetBird–Acronis Integration: Empowering MSPs for Advanced Ransomware and Threat Defense	pricing	72	11.7×	1573	💰 Pricing
https://netbird.io/knowledge-hub/top-5-alternatives-to-wireguard Top 5 Alternatives for WireGuard	pricing	72	10.1×	2314	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/sonicwall-vpn-alternative SonicWall SSL VPN NetExtender vs. NetBird	pricing	72	14.7×	1367	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/netbird-iso-27001-compliance NetBird as Your Help with ISO 27001 Compliance	pricing	72	15.8×	1061	💰 Pricing
https://netbird.io/knowledge-hub/ipsec-tunnel-and-transport-modes Understanding IPSec Tunnel and Transport Modes	pricing	69	17.4×	819	💰 Pricing
https://netbird.io/knowledge-hub/netbird-for-soc2-compliance NetBird for SOC 2 Compliance	pricing	69	19.0×	799	💰 Pricing
https://netbird.io/knowledge-hub/access-windows-smb-anywhere How to Access Windows Shares from Anywhere with NetBird	pricing	69	13.9×	1857	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/accessible-mfa-implementation Security for All - SSO and MFA for Free	pricing	69	15.2×	1169	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/browser-client-ssh-rdp SSH and RDP, now in your browser	pricing	69	19.6×	766	💰 Pricing
https://netbird.io/knowledge-hub/december-newsletter NetBird's December Newsletter	pricing	69	18.2×	931	💰 Pricing
https://netbird.io/knowledge-hub/enhancing-network-access-control-with-idp-sync Enhancing Network Access Control with NetBird's Identity Provider Feature	pricing	69	19.3×	1047	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/granular-ssh-access-automatic-updates NetBird v0.61.0 - Granular SSH Access Control and Automatic Updates	pricing	69	15.7×	1242	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/huntress-integration NetBird and Huntress - Secure Network Access for MSPs	pricing	69	19.3×	797	💰 Pricing
https://netbird.io/knowledge-hub/immich-guide-self-host-photos The Ultimate Immich Guide - Ditch Google and Amazon Photos for Good	pricing	69	13.1×	2235	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/install-n8n-v2-npm How to Install n8n v2.0 with NPM and PM2	pricing	69	17.2×	1344	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/jumphosts-gateways-for-remote-access Jump Hosts. Gateways for Remote Access	pricing	69	16.2×	931	💰 Pricing
https://netbird.io/knowledge-hub/limit-network-access-based-on-running-processes Limit Network Access Based on Running Applications	pricing	69	16.6×	1214	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/local-users-simplified-idp NetBird v0.62 - Built-in Local Users with Optional IdP Integration	pricing	69	14.7×	1874	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/msp-global-acronis NetBird at MSP Global 2025	pricing	69	18.6×	824	💰 Pricing
https://netbird.io/knowledge-hub/multi-cloud-ai-mega-mesh The AI Mega Mesh: How to Connect 30+ GPU Cloud Providers	pricing	69	13.8×	1222	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/multi-gpu-ollama-netbird Connect Multiple Ollama GPUs to OpenWebUI with NetBird	pricing	69	14.5×	1297	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/native-identity-aware-ssh NetBird SSH - A New, Identity-Aware Approach	pricing	69	14.7×	1409	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/netbird-agpl-announcement NetBird Is Embracing the AGPLv3 License	pricing	69	15.7×	1092	💰 Pricing
https://netbird.io/knowledge-hub/netbird-control-center Introducing the Control Center - Remote Access, Beautifully Visualized	pricing	69	19.5×	886	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/netbird-network-routes NetBird Network Routes and Exit Nodes	pricing	69	16.8×	1479	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/netbird-response-to-spear-phishing-campaign-targeting-financial-executives NetBird’s Response to Spear-Phishing Campaign Targeting Financial Executives	pricing	69	16.5×	943	💰 Pricing
https://netbird.io/knowledge-hub/netgo-relies-on-modern-ztna-with-netbird netgo Relies on Modern ZTNA with NetBird	pricing	69	16.3×	1108	💰 Pricing
https://netbird.io/knowledge-hub/network-access-raspberry-pi Connect to Your Homelab from Anywhere with a Raspberry Pi	pricing	69	14.9×	1264	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/proxmox-getting-started-guide Proxmox VE for Beginners Guide with NetBird LXC	pricing	69	12.7×	1965	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/sportalliance Sport Alliance Increases Efficiency with Zero Trust Networking at Scale	pricing	69	15.7×	965	💰 Pricing
https://netbird.io/knowledge-hub/rethinking-zero-trust-security-with-netbird-and-pfsense Rethinking Zero Trust Security with NetBird and pfSense	pricing	69	19.7×	786	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/reverse-proxy NetBird v0.65 - Built-in Reverse Proxy with Custom Domains	pricing	69	16.8×	1118	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/securing-sharepoint-servers Rethinking Access Control to Secure Your On-Premises SharePoint Servers	pricing	69	15.3×	1090	💰 Pricing
https://netbird.io/knowledge-hub/using-netbird-for-kubernetes-access Using NetBird for Kubernetes Access	pricing	69	14.4×	2071	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/using-xdp-ebpf-to-share-default-dns-port-between-resolvers Using eBPF and XDP to Share Default DNS Port Between Multiple Resolvers	pricing	69	13.3×	2190	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/zero-trust-access-to-internal-resources-without-installing-agents Zero-Trust Access to Internal Resources Without Installing Agents	pricing	69	15.0×	1742	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/zerobyte-rest-server How to Set Up ZeroByte and REST Server for Backups with NetBird	pricing	69	16.6×	1761	⚠️ RAG Fracture
https://netbird.io/blog Networking Knowledge Hub - NetBird	pricing	64	15.1×	3565	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/2025-august-newsletter NetBird's August Newsletter	pricing	64	21.7×	749	💰 Pricing
https://netbird.io/knowledge-hub/2025-july-newsletter NetBird's July Newsletter	pricing	64	26.6×	536	💰 Pricing
https://netbird.io/knowledge-hub/msp-partner-program NetBird's MSP Partner Program	pricing	64	26.5×	520	💰 Pricing
https://netbird.io/knowledge-hub/2025-december-newsletter NetBird's December Newsletter	pricing	64	22.6×	690	💰 Pricing
https://netbird.io/knowledge-hub/2025-november-newsletter NetBird's November Newsletter	pricing	64	22.4×	678	💰 Pricing
https://netbird.io/knowledge-hub/2025-june-newsletter NetBird's June Newsletter	pricing	64	24.5×	713	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/2025-may-newsletter NetBird's May Newsletter	pricing	64	21.9×	735	💰 Pricing
https://netbird.io/knowledge-hub Networking Knowledge Hub - NetBird	pricing	64	15.1×	3565	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/2025-october-newsletter NetBird's October Newsletter	pricing	64	25.3×	597	💰 Pricing
https://netbird.io/knowledge-hub/2025-september-newsletter NetBird's September Newsletter	pricing	64	23.5×	665	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/2026-february-newsletter NetBird's February Newsletter	pricing	64	23.4×	644	💰 Pricing
https://netbird.io/knowledge-hub/april2025-newsletter NetBird's April Newsletter	pricing	64	20.2×	809	💰 Pricing
https://netbird.io/knowledge-hub/august-newsletter NetBird's August Newsletter	pricing	64	21.7×	630	💰 Pricing
https://netbird.io/knowledge-hub/january2025-newsletter NetBird's January Newsletter	pricing	64	28.7×	538	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/custom-dns-zones NetBird v0.63 - Custom DNS Zones for Private Network Resolution	pricing	64	20.4×	892	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/enhancing-network-visibility-with-traffic-events-logging Enhance Network Visibility with NetBird’s Traffic Events Logging	pricing	64	26.6×	593	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/evolve-bank-and-trust-data-breach Evolve Bank & Trust Data Breach. What Happened?	pricing	64	25.3×	540	💰 Pricing
https://netbird.io/knowledge-hub/expose-command NetBird v0.66 - Expose Local Services to the Internet from the CLI	pricing	64	22.3×	946	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/july-newsletter NetBird's July Newsletter	pricing	64	21.5×	724	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/netbird-github-secure-open-source-fund Stronger Security: NetBird + GitHub Secure Open Source Fund	pricing	64	25.1×	549	💰 Pricing
https://netbird.io/knowledge-hub/netbird-intune NetBird and Microsoft Intune - Enforcing Device Compliance for Zero Trust	pricing	64	21.6×	670	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/june-newsletter NetBird's June Newsletter	pricing	64	24.5×	594	💰 Pricing
https://netbird.io/knowledge-hub/march2025-newsletter NetBird's March Newsletter	pricing	64	23.5×	625	💰 Pricing
https://netbird.io/knowledge-hub/may-newsletter NetBird's May Newsletter	pricing	64	20.6×	803	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/october-newsletter NetBird's October Newsletter	pricing	64	24.5×	574	💰 Pricing
https://netbird.io/knowledge-hub/regresshion-openssh-rce-attack regreSSHion - A New OpenSSH Server Remote Code Execution Vulnerability	pricing	64	20.7×	744	💰 Pricing
https://netbird.io/knowledge-hub/sentinelone-integration NetBird and SentinelOne Singularity™ - Automate Threat Response	pricing	64	22.7×	622	💰 Pricing
https://netbird.io/knowledge-hub/september-newsletter NetBird's September Newsletter	pricing	64	25.1×	566	💰 Pricing
https://netbird.io/knowledge-hub/signicat-enhances-cross-cloud-accessibility Signicat Enhances Cross-Cloud Accessibility with NetBird	pricing	64	20.2×	765	💰 Pricing
https://netbird.io/knowledge-hub/understanding-the-differences-between-ikev1-ikev2 Understanding the Differences Between IKEv1 and IKEv2	pricing	64	20.3×	734	💰 Pricing
https://netbird.io/knowledge-hub/unidirectional-access-policies Improving Unidirectional Access Control	pricing	64	26.7×	509	💰 Pricing
https://netbird.io/use-cases/remote-access NetBird - Radically Simple and Secure Remote Access	pricing	59	26.3×	738	💰 Pricing
https://netbird.io/use-cases/migrate-from-fortinet-to-netbird Migrate from Fortinet to NetBird - Radically Simple and Secure Remote Access	pricing	56	23.8×	958	💰 Pricing
https://netbird.io/knowledge-hub/february2025-newsletter NetBird's February Newsletter	pricing	54	33.0×	416	💰 Pricing
https://netbird.io/knowledge-hub/lazy-connections Optimizing Network Efficiency with NetBird's Lazy Connections	pricing	54	31.4×	450	💰 Pricing
https://netbird.io/knowledge-hub/november-newsletter NetBird's November Newsletter	pricing	54	29.9×	456	💰 Pricing
https://netbird.io/knowledge-hub/profile-switching NetBird Profiles Have Landed - Manage Multiple Accounts Effortlessly	pricing	54	27.4×	490	💰 Pricing
https://netbird.io/use-cases/securely-connect-ai-workloads NetBird for AI	pricing	53	30.3×	548	💰 Pricing
https://netbird.io/knowledge-hub/2026-january-newsletter NetBird's January Newsletter	pricing	51	32.4×	449	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/access-control-policy-port-ranges Use Port Ranges in Access Control Policies	pricing	51	36.1×	376	⚠️ RAG Fracture
https://netbird.io/knowledge-hub/generic-http-endpoint-for-network-events-streaming Generic HTTP Endpoint for Network Events Streaming	pricing	51	33.2×	418	⚠️ RAG Fracture
https://netbird.io/pricing Pricing - NetBird	pricing	46	41.2×	435	⚠️ RAG Fracture
https://netbird.io/whitepaper/migrate-from-fortinet-to-netbird Effortlessly Migrate to NetBird	pricing	46	52.8×	258	💰 Pricing
https://netbird.io/demo Request a Demo - NetBird	pricing	46	55.6×	290	⚠️ RAG Fracture
https://netbird.io/integrations/become-a-partner Become a Technology Partner - NetBird	pricing	46	57.9×	234	💰 Pricing
https://netbird.io/compare Compare NetBird to other network security solutions	pricing	46	48.3×	276	⚠️ RAG Fracture
https://netbird.io/msp NetBird MSP - Secure Remote Access for Your Customers Without Complexity	pricing	46	45.5×	311	⚠️ RAG Fracture
https://netbird.io/use-cases/msp NetBird for MSPs - Effortless Remote Access for Your Customers	pricing	43	48.5×	391	💰 Pricing
https://netbird.io/use-cases/business-vpn Zero-Configuration Business VPN - Use Cases - NetBird	pricing	43	57.1×	201	💰 Pricing
https://netbird.io/docs Introduction to NetBird - NetBird Docs	docs	43	50.9×	366	✓
https://netbird.io/connect NetBird - Zero-Configuration Private Network	pricing	43	47.9×	340	💰 Pricing
https://netbird.io/webinars Webinars & Events - NetBird	pricing	43	38.7×	311	💰 Pricing
https://netbird.io/secure NetBird - The Easy-to-Use Successor of Firewalls	pricing	43	43.9×	354	💰 Pricing
https://netbird.io/customers Customer Success Stories - NetBird	pricing	36	66.2×	170	💰 Pricing
https://netbird.io/integrations NetBird - Open Source Zero Trust Networking	pricing	36	128.8×	177	⚠️ RAG Fracture
https://netbird.io/about NetBird - About	pricing	33	63.9×	160	💰 Pricing
https://netbird.io/use-cases/kubernetes Securely Access Kubernetes clusters - Use Cases - NetBird	pricing	33	59.7×	197	💰 Pricing
https://netbird.io/use-cases/site-to-site-connectivity Simple and Secure Site-to-Site Connectivity - Use Cases - NetBird	pricing	33	59.5×	193	💰 Pricing
https://netbird.io/imprint NetBird - Imprint	pricing	23	160.1×	44	💰 Pricing

🔗

Outbound External Citations

189 unique external domains cited across 132 pages

github.com ×132

app.netbird.io ×132

careers.netbird.io ×131

docs.netbird.io ×131

trust.netbird.io ×131

status.netbird.io ×131

linkedin.com ×78

youtube.com ×18

🔄 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/netbird.io

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

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🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to netbird.io. 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": "Netbird",
  "url": "https://netbird.io",
  "logo": "https://netbird.io/favicon.ico?favicon.f55d625f.ico",
  "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": "Netbird",
  "url": "https://netbird.io",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://netbird.io/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>

Reduce Token Bloat

Medium Impact ⏱ 1–2 hrs

Only 5% 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 Netbird?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Netbird does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Netbird work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Netbird."
      }
    }
  ]
}
</script>

📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for netbird.io:

Current Score

Projected Score

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.

📋 Data Export

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

📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

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

Orphans & Hubs

Deep Audit sections

Content Quality

Thin/duplicate tracking

Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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

Why netbird.io ranks here

Fastest improvements

JavaScript Rendering Check

Traditional SEO

📝 Title Tag

📋 Meta Description

🔤 Heading Hierarchy

🔍 Indexability

🌐 Social / OpenGraph

AI Readiness / GEO

Citation Alternatives

Hallucination Risk

Hallucination Risk Assessment

🤖 Bot Access Matrix

👻 Rendering (Ghost Ratio) Docs

📊 Structure & Information Density Docs

🏷️ Schema Health Docs

Schema Coverage Map

📐 AI Efficiency Metrics Docs

Token Bloat Research

Multimodal Readiness

TDM Rights

🔥 Structural Entropy Check Research

🔬 AI-Crawler Simulation

📐 Semantic Structure

🧩 Content Chunks

🤖 What Each Bot Sees

AI Answer Preview

🔧 Tech Stack

Performance & Speed

⏱️ Time to First Byte

📦 Page Weight

🗄️ Cache & CDN

🔬 Tracker Tax

Architecture & Trust

🗺️ Sitemap & Robots

🔗 Linking

🔒 Security & Trust

♿ Accessibility Signals

🏅 AI-Verified Trust Badge

� Deep Crawl Analysis 132 pages · Deep-10

🔌 API Access

🔗 Similar developer Sites

Remediation Patches

Projected Impact

📧 Get your full report data

📋 Data Export

Is this your company?

🧭 Self-Diffing (Private Layer)

🕒 History

📚 Research & Documentation