Training Example: Graylog – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Security, Surveillance & Cybersecurity
Generic Claims: protecting your business, stay ahead of threats, world-class security, trusted by enterprises…
Red Flags: guaranteed prevention of all breaches, penetration testing without accreditation, security certifications for team without named individuals, no own-practice security certifications…
Semantic Drift Patterns: homepage claims enterprise SOC but services are basic antivirus resale, claims penetration testing expertise but no CREST or CHECK accreditation, homepage targets critical infrastructure but client list is SMB, claims 24/7 SOC but no staffing or operations evidence…
Proof Expectations: CREST, CHECK, or equivalent accreditation numbers, named team with security certifications (OSCP, CISSP, CEH), ISO 27001 certification for own operations, specific case studies with anonymized but detailed findings…

Graylog

(https://graylog.org) 📸 Data Snapshot: May 27, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Graylog | SIEM, Log Management & API Protection (https://graylog.org)
Title

Graylog | SIEM, Log Management & API Protection

Meta

Optimize operations with cutting-edge SIEM, detailed log management, and robust API security solutions.

H2 Get instant answers
H2 "The most powerful and flexible SIEM and centralized log management system I know."
H2 – T-IN in the Healthcare Industry
H2 Get instant answers
H2 The SIEM for Lean Teams
H2 AI-Powered SecOps & Log Management Without Compromise
H2 —Spring 2026 Release—May the Logs Be With You: Graylog 7.1 Is Here
H2 Industry Trend Report: Rethinking Identity for Lean Security Teams
H2 Graylog Recognized by its users in the latest Gartner® SIEM Voice of the Customer
H2 The Ultimate Guide to MCP: Conversational AI with Graylog
H2 “Without Compromise” Isn’t Just a Tagline. It’s a Design Principle.
H2 For Security Teams
H2 For Operations Teams
H2 Our Cloud. Your Cloud. Or On-Prem
H2 Cost Efficiency Without the Extra Stack
H2 Built-In Pipeline Management Meets Practical AI — So Lean Teams Can Do More With Less.
H2 Customer Story: Kaizen Gaming
H2 Ready to see Graylog in Action?
H2 Features
H2 LEARN
H2 Company
H3 4.6 rating
H4 SUPPORT
NAV_HEADER_HEADING_REPEATED_FOOTER Open-Source SIEM for Enhanced Log Management & IT Security (https://graylog.org/why-graylog/)
Title

Open-Source SIEM for Enhanced Log Management & IT Security

Meta

Explore Graylog's open-source SIEM for streamlined log management, enhanced security, and optimal IT performance.

H2 Get instant answers
H2 "The most powerful and flexible SIEM and centralized log management system I know."
H2 – T-IN in the Healthcare Industry
H2 Get instant answers
H2 Why Graylog? Because it works.
H2 Have Questions? Get Answers Now →
H2 What Our Customers Say
H2 One Platform for Full Visibility
H2 Helping Customers Succeed
H2 The Graylog Advantage
H2 8 Core Capabilities That Move Teams Faster
H2 Intelligent Data Control
H2 Rapid Value Delivery
H2 Intuitive Analyst Experience
H2 Threat Prioritization Engine
H2 Context-Aware Incident Response
H2 Risk and Compliance Hub
H2 Run Anywhere Deployment
H2 Borderless Data Platform
H2 8 Core Capabilities That Move Teams Faster
H2 Features
H2 LEARN
H2 Company
H3 Built on Frontline Experience
H3 AI That Supports Analysts
H3 Trusted Worldwide
H3 Predictable Costs
H3 Ready to see Graylog in Action?
H3 Fast Start
H3 Clear pricing
H3 Smarter Tools
H3 Automation Built In
H3 Proven Trust
H4 The Problem
H4 Intelligent Data Control
H4 Rapid Value Delivery
H4 Rapid Value Delivery
H4 Threat Prioritization Engine
H4 Context-Aware Incident Response
H4 Risk and Compliance Hub
H4 Run Anywhere Deployment
H4 Borderless Data Platform
H4 Ready to See the Difference?
H4 SUPPORT
NAV_HEADER_HEADING_REPEATED_FOOTER Contact Us (https://graylog.org/contact-us/)
Title

Contact Us

Meta

We'd love to help you! Whether you're interested in our products, need support, or have other inquiries, we've got you covered.

H1 We’d love to help you.
H2 Get instant answers
H2 "The most powerful and flexible SIEM and centralized log management system I know."
H2 – T-IN in the Healthcare Industry
H2 Get instant answers
H2 Skip the form and talk to Arti
H2 Our friendly Graylog Concierge, Arti, knows Graylog inside and out and can get you answers now.
H2 Customer Support
H2 Need technical assistance with your product-related questions? You must be on a paid version of Graylog.
H2 Community
H2 Interact with fellow Graylog users, ask technical questions, share knowledge, and get insights from experts.
H2 PR & Analyst Inquiries
H2 For media, press, and industry analyst requests, connect with our team at [email protected]
H2 Gartner Peer Insights Reviews
H2 Graylog Locations
H2 Graylog Headquarters
H2 1301 Fannin St, Ste. 2000 Houston, TX 77002, USA
H2 Graylog Colorado
H2 1919 14th Street, Suite 700, Office 18 Boulder, CO 80302, USA
H2 Graylog United Kingdom
H2 34-37 Liverpool Street, 7th Floor London, EC2M 1PP United Kingdom
H2 Graylog Germany GMBH
H2 Poolstraße 21 20355 Hamburg, Germany
H2 Features
H2 LEARN
H2 Company
H4 Talk to Arti
H4 ACCESS SUPPORT PORTAL
H4 EXPLORE COMMUNITY
H4 CONTACT PR TEAM
H4 SUPPORT
NAV_HEADER_HEADING_REPEATED_FOOTER Blog (https://graylog.org/blog/)
Title

Blog

Meta

Graylog blog – Helpful tips & thought leadership for cybersecurity. Subscribe to learn from our team of experts.

H1 Graylog Blog
H2 Get instant answers
H2 "The most powerful and flexible SIEM and centralized log management system I know."
H2 – T-IN in the Healthcare Industry
H2 Get instant answers
H2 Get the Monthly Tech Blog Roundup
H2 Get the Monthly Tech Blog Roundup
H2 Features
H2 LEARN
H2 Company
H3 Announcing Graylog Illuminate v7.0.6
H4 Understanding the Australian Information Security Manual (ISM)
H4 What is the OWASP Top 10 Agentic AI
H4 What’s New In Graylog 7.1 Webinar
H4 May the Logs Be With You: Graylog 7.1 Is Here
H4 40 Infosec Metrics Organizations Should Track
H4 An Introduction to the NIST Risk Management Framework (RMF)
H4 Graylog Academy: Free On-Demand Training Available
H4 Best Practices for Managing Hybrid Cloud Security
H4 How Lean Security Teams Stay Ahead of AI-Powered Attacks
H4 How To Build an Effective IT Disaster Recovery Plan
H4 What is the OWASP Top 10 for LLM Application Security
H4 Announcing Graylog 7.1.0-beta.2
H4 Centralized Log Management for NIS2 Directive Compliance
H4 AI & Automation
H4 Audit & Compliance
H4 Data Lake & Pipelines
H4 Detection and Response
H4 Graylog Labs
H4 ITOPS – DevOPS
H4 Log Management & Analytics
H4 Product
H4 Release Notices
H4 Security Operations & Analytics
H4 SIEM
H4 Threat Hunting
H4 SUPPORT
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://graylog.org) Graylog | SIEM, Log Management & API Protection
[H2] The SIEM for Lean Teams

[H2] AI-Powered SecOps & Log Management Without Compromise

See Demo

[IMG: Graylog SIEM for Lean Teams]

[IMG: DHL]

[IMG: Deloitte]

[IMG: Schneider Electric]

[IMG: SAIC]

[IMG: SIEMENS]

[IMG: Sunoco]

[IMG: Loreal]

[IMG: Vodafone]

[IMG: UCSF]

[IMG: Deutsche Bahn]

[IMG: Leidos]

[IMG: DHL]

[IMG: Deloitte]

[IMG: Schneider Electric]

[IMG: SAIC]

[IMG: SIEMENS]

[IMG: Sunoco]

[IMG: Loreal]

[IMG: Vodafone]

[IMG: UCSF]

[IMG: Deutsche Bahn]

[IMG: Leidos]

[IMG: Graylog 7.1 Release]

[H2] —Spring 2026 Release—May the Logs Be With You: Graylog 7.1 Is Here

The Rebellion fights back; alert fatigue, anomaly detectors, and more. See what’s new in 7.1.

Learn More →

[H2] Industry Trend Report: Rethinking Identity for Lean Security Teams

How lean security teams are moving beyond noisy alerts to detect identity misuse earlier.

Read the Report →

[H2] Graylog Recognized by its users in the latest Gartner® SIEM Voice of the Customer

See why 86% of reviewers recommend Graylog and explore real peer feedback.

Learn More →

[H2] The Ultimate Guide to MCP: Conversational AI with Graylog

Discover how Graylog’s MCP gives analysts clarity, control, and measurable success

Learn More→

[H2] “Without Compromise” Isn’t Just a Tagline. It’s a Design Principle.

[IMG: SIEM without compromise]

[H2] For Security Teams

Detect high-risk threats. Automate investigations. Store everything—without spiking your license costs. Graylog gives you real-time defense with long-term visibility.

[H2] For Operations Teams

Route logs your way. Analyze across platforms. Keep control over your architecture and your budget. Graylog lets you run lean, powerful, and on your terms.

[H2] Our Cloud. Your Cloud. Or On-Prem

Detect high-risk threats. Automate investigations. Store everything—without spiking your license costs. Graylog gives you real-time defense with long-term visibility.

[H2] Cost Efficiency Without the Extra Stack

Other platforms make you bolt on tools to manage log routing, data tiers, and storage costs. Graylog bakes it in. Preview archived data, route logs, and restore only what you need. All without paying to ingest or buying another license.

See Demo

Meet the Graylog Platform

[H2] Built-In Pipeline Management Meets Practical AI — So Lean Teams Can Do More With Less.

Whether you’re centralizing logs, detecting security threats, or managing IT infrastructure, Graylog gives your team one place to do it all. Route low-value data to a built-in data lake instead of your licensed tier, keep costs predictable as you scale, and let AI-powered workflows carry the load your team doesn’t have time for.

0

Users

0

MPS

0

TB/Day Total Capacity

Explore Plans

[H2] Customer Story: Kaizen Gaming

[H3] 4.6 rating

Mastering Graylog: Navigating Learning Curves to Create Superb Dashboards: Graylog has a little bit of a learning curve to take off running with the product. Once you get over that hump though, you can make amazing things happen.

IT Services in the Education Industry

Exemplary Service and Support from the Graylog Team: Working with the Graylog team from start to finish has been nothing but fantastic. They assisted us with implementation, followed up to make sure the experience was what we expected, and offered us grace (i.e., free licensing) while we worked through some issues.

IT Security and Risk Management in the Energy & Utilities Industry

From syslog to audit events: Graylog processes and visualizes many types of data: We were in need of a centralized logging solution to not only collect typical log data from servers, but also to collect (and alert!) on audit logs from key applications, and Graylog ended up being the best solution.

Research and Development in the IT Services Industry

Graylog: Meeting the Evolving Needs of Logging and Security: The Graylog product has grown along with my company's needs for logging and then into security. We continue to see a huge amount of product development in both new features and enhancements of the existing features we rely on.

IT in the Manufacturing Industry

Graylog Enterprise: A Journey from Purchase to Utilization — My overall experience with Graylog has been excellent. They were extremely helpful in providing us with the information we needed to make the decision to purchase Graylog Enterprise, including providing honest comparisons to other products we were considering.

IT Security and Risk Management in the Education Industry

The Influential Role of Graylog in Project Success: I had a great experience working with Graylog on our project. The project organization was seamless, with clear communication and a structured approach that ensured that everything stayed on track.

IT in the Energy & Utilities Industry

[H2] Ready to see Graylog in Action?

Whether you’re just curious or comparing platforms, our demo is a good place to start.

See Demo
5495 chars
SUB-PAGE (https://graylog.org/why-graylog/) Open-Source SIEM for Enhanced Log Management & IT Security
[H2] Why Graylog? Because it works.

For over a decade, organizations worldwide have relied on Graylog to secure systems, improve visibility, and reduce analyst fatigue. Built on real-world experience and guided by one of the largest open-source communities, Graylog delivers practical tools enhanced with AI to help teams focus on real threats and reduce wasted effort.Why customers choose Graylog:

[H3] Built on Frontline Experience

Created with direct input from security and IT professionals.

[H3] AI That Supports Analysts

Cuts down on alert fatigue and accelerates investigations.

[H3] Trusted Worldwide

Adopted by more than 200,000 users in over 180 countries.

[H3] Predictable Costs

Transparent pricing across SaaS, hybrid, and on-premises deployments.

The World Today

Every login, API request, and network event generates a log. Billions occur daily, and the scale continues to rise. Security and IT teams are overwhelmed by data that produces more alerts than insights. Dashboards show metrics but often miss critical context, leaving analysts chasing false positives. Some tools add to the problem with rigid contracts, hidden costs, and pricing models that make it harder to keep up.

[H4] The Problem
Analysts spend hours switching between tools, sorting through incomplete data, and reacting to floods of alerts. This slows investigations, delays response times, and gives attackers more opportunity to succeed. Teams need a platform that filters out noise, sharpens visibility, and delivers results fast.

[H2] Have Questions? Get Answers Now →

Talk to Arti

[H2] What Our Customers Say

“After switching to Graylog, Circles reduced threat detection times from weeks to hours by unifying visibility across cloud, on-prem, and partner environments.”— Somanath Varanasi, Circles

[IMG: T-Mobile]

[IMG: Australian Taxation Office]

[IMG: Lionbridge]

[IMG: AdSwiss]

[IMG: Macquarie University]

[IMG: Baker County]

[H3] Ready to see Graylog in Action?

See Demo

[H2] One Platform for Full Visibility

Graylog provides a single platform for monitoring, detection, and investigation across IT and security operations.

Graylog Security – A modern SIEM that accelerates detection and response.

Graylog Enterprise – Scalable log management with advanced search, alerting, and reporting.

Graylog Open – The open-core version trusted by thousands of community users worldwide.

Graylog API Security – Purpose-built protection to detect and block suspicious API behavior.

[H2] Helping Customers Succeed

Graylog is more than software. Every customer gains access to expertise and support that ensures fast adoption and long-term success.Technical Support – Global experts available when challenges arise.Professional Services – Fast and accurate deployment guidance.Training & Enablement – On-demand and live training options tailored to your pace.Customer Success – Ongoing partnership to align the platform with evolving needs.

[H2] The Graylog Advantage

Graylog delivers the speed, clarity, and value that traditional SIEM vendors cannot match.

[H3] Fast Start

Most teams are operational in less than a day.

[H3] Clear pricing

Transparent models with no surprise costs

[H3] Smarter Tools

AI-powered workflows reduce noise and surface what matters.

[H3] Automation Built In

Lean teams stay effective without extra headcount

[H3] Proven Trust

10+ years of adoption by global enterprises and open-source contributors.

Contact Us

[H2] 8 Core Capabilities That Move Teams Faster

Click through the core capabilities delivered with the Graylog platform. →

Intelligent Data Control

Rapid Value Delivery

Intuitive Analyst Experience

Threat Prioritization Engine

Context-Aware Incident Response

Risk and Compliance Hub

Run Anywhere Deployment

Borderless Data Platform

[H2] Intelligent Data Control

Efficiently manage massive log volumes with automated tiering and pipelines that keep critical data accessible while reducing storage costs. Classify and route logs automatically for smarter storage.Retain essential data at predictable, scalable costs.Maintain high-speed search performance as data grows.Optimize visibility, cost, and retention in one workflow.

[IMG: Intelligent Data Contol]

[H2] Rapid Value Delivery

Deploy Graylog fast with pre-built detections and guided setup that produce actionable insights in hours, not months. Launch quickly with built-in content packs.Simplify onboarding through step-by-step workflows.Detect threats and trends without manual tuning.Deliver measurable results from day one.

[IMG: Rapid Value Delivery]

[H2] Intuitive Analyst Experience

Empower analysts with dashboards, workflows, and search tools built for clarity, speed, and precision. Visualize and pivot data in real time.Navigate investigations with contextual dashboards.Reduce alert noise with smart filtering.Increase accuracy and speed across every search.

[IMG: Intuitive Analyst Experience]

[H2] Threat Prioritization Engine

Focus on real threats with risk-based alert scoring that ranks incidents by severity and impact. Prioritize alerts using contextual scoring.Correlate events across users, systems, and networks.Minimize false positives and alert fatigue.Improve detection accuracy with adaptive signal weighting.

[IMG: Threat Prioritization Engine]

[H2] Context-Aware Incident Response

Accelerate investigations with guided workflows, automated reports, and full incident context in one place. Trace incidents across all log sources.Auto-document response actions and outcomes.Standardize workflows to ensure consistent response.Reduce investigation time with step-by-step guidance.

[IMG: Context-Aware Incident Response]

[H2] Risk and Compliance Hub

Centralize security and compliance metrics to simplify audits and align with regulatory frameworks. Map controls directly to compliance standards.Track and report readiness in real time.Automate evidence collection and audit preparation.Maintain visibility across compliance programs.

[IMG: Risk and Compliance Hub]

[H2] Run Anywhere Deployment

Operate Graylog consistently across SaaS, hybrid, or on-prem environments without disruption. Deploy in any infrastructure or cloud environment.Scale easily across teams and regions.Maintain control, policy, and visibility everywhere.Adapt deployment models to fit your architecture.

[IMG: Run Anywhere Deployment]

[H2] Borderless Data Platform

Unify visibility across IT, DevOps, and Security teams with secure data sharing and collaboration. Share dashboards, searches, and reports securely.Centralize insights across teams and use cases.Control access with role-based permissions.Enable faster decisions with a single data view.

[IMG: Borderless Data Platform]

[H2] 8 Core Capabilities That Move Teams Faster

Click through the core capabilities delivered with the Graylog platform. ↓

[H4] Intelligent Data Control
Efficiently manage massive log volumes with automated tiering and pipelines that keep critical data accessible while reducing storage costs.Classify and route logs automatically for smarter storage.Retain essential data at predictable, scalable costs.Maintain high-speed search performance as data grows.Optimize visibility, cost, and retention in one workflow.

[H4] Rapid Value Delivery
Deploy Graylog fast with pre-built detections and guided setup that produce actionable insights in hours, not months.Launch quickly with built-in content packs.Simplify onboarding through step-by-step workflows.Detect threats and trends without manual tuning.Deliver measurable results from day one.

[H4] Rapid Value Delivery
Empower analysts with dashboards, workflows, and search tools built for clarity, speed, and precision.Visualize and pivot data in real time.Navigate investigations with contextual dashboards.Reduce alert noise with smart filtering.Increase accuracy and speed across every search.

[H4] Threat Prioritization Engine
Focus on real threats with risk-based alert scoring that ranks incidents by severity and impact.Prioritize alerts using contextual scoring.Correlate events across users, systems, and networks.Minimize false positives and alert fatigue.Improve detection accuracy with adaptive signal weighting.

[H4] Context-Aware Incident Response
Accelerate investigations with guided workflows, automated reports, and full incident context in one place.Trace incidents across all log sources.Auto-document response actions and outcomes.Standardize workflows to ensure consistent response.Reduce investigation time with step-by-step guidance.

[H4] Risk and Compliance Hub
Centralize security and compliance metrics to simplify audits and align with regulatory frameworks.Map controls directly to compliance standards.Track and report readiness in real time.Automate evidence collection and audit preparation.Maintain visibility across compliance programs.

[H4] Run Anywhere Deployment
Operate Graylog consistently across SaaS, hybrid, or on-prem environments without disruption.Deploy in any infrastructure or cloud environment.Scale easily across teams and regions.Maintain control, policy, and visibility everywhere.Adapt deployment models to fit your architecture.

[H4] Borderless Data Platform
Unify visibility across IT, DevOps, and Security teams with secure data sharing and collaboration.Share dashboards, searches, and reports securely.Centralize insights across teams and use cases.Control access with role-based permissions.Enable faster decisions with a single data view.

[H4] Ready to See the Difference?

Graylog helps teams reduce alert fatigue, improve detection speed, and make better use of their time.

See Demo

Talk to an Expert
10543 chars
SUB-PAGE (https://graylog.org/contact-us/) Contact Us
[H1] We’d love to help you.

[H2] Skip the form and talk to Arti

[H2] Our friendly Graylog Concierge, Arti, knows Graylog inside and out and can get you answers now.

[H4] Talk to Arti

[IMG: Graylog Arti]

Please note: Firefox Private Browsing blocks this form. Open the page in a regular tab or another browser to get in touch.

[H2] Customer Support

[H2] Need technical assistance with your product-related questions? You must be on a paid version of Graylog.

[H4] ACCESS SUPPORT PORTAL

[H2] Community

[H2] Interact with fellow Graylog users, ask technical questions, share knowledge, and get insights from experts.

[H4] EXPLORE COMMUNITY

[H2] PR & Analyst Inquiries

[H2] For media, press, and industry analyst requests, connect with our team at [email protected]

[H4] CONTACT PR TEAM

[H2] Gartner Peer Insights Reviews

★★★★★ Rated 4.5 out of 5

"Graylog's Exceptional Support: A Model for Businesses
Graylog takes their time to help engineer the product to suit your needs. Their support is a partnership and is a testament to what a company should be."

"Why would you NOT use Graylog?
It's easy to figure this out and has a very nice interface! Has a lot of nice features for both those that like to dig into the logs and for management to view dashboards."

"Fantastic product that outperforms more expensive and better known peers —
The Graylog team have always been helpful and supportive, even though we are a small user."

"Graylog is a very capable alternative.
Graylog has been very easy to setup and add inputs. Their docker based solution makes upgrading fast. The product seems very similar to its alternative in most regards."

"Graylog: A Powerful Tool for Log Management
Graylog has quickly become one of my favorite tools for managing logs."

"Graylog is a great easy yet powerful tool for monitoring
From the first glance Graylog seemed to me a very simple, yet powerful SIEM LOG system. Used mostly with Windows, NXlog, easily configured, maintained and used.
"

"Fantastic Product!
Graylog was easier to setup than most logging services. Very user friendly, documentation was easy to follow as well."

REVIEW GRAYLOG

[H2] Graylog Locations

[H2] Graylog Headquarters

[H2] 1301 Fannin St, Ste. 2000
Houston, TX 77002, USA

[H2] Graylog Colorado

[H2] 1919 14th Street, Suite 700, Office 18
Boulder, CO 80302, USA

[H2] Graylog United Kingdom

[H2] 34-37 Liverpool Street, 7th Floor
London, EC2M 1PP
United Kingdom

[H2] Graylog Germany GMBH

[H2] Poolstraße 21
20355 Hamburg, Germany
2770 chars
SUB-PAGE (https://graylog.org/blog/) Blog
[H1] Graylog Blog

[IMG: Understanding the Australian Information Security Manual]

[H4] Understanding the Australian Information Security Manual (ISM)

May 14, 2026

The Essential Eight identifies the most critical cybersecurity risk mitigation controls, providing a set of minimum baseline strategies. As organizations work to mature the security posture, the Essential Eight maturity

Read More »

[IMG: OWASP TOP 10 for Agentic AI]

[H4] What is the OWASP Top 10 Agentic AI

May 11, 2026

Published by the Open Worldwide Application Security Project (OWASP) in 2025, the OWASP Top 10 for Agentic Applications 2026 identifies security risks that organizations need to consider when implementing agentic

Read More »

[IMG: What]

[H4] What’s New In Graylog 7.1 Webinar

May 6, 2026

What to Expect? Graylog 7.1 is built for lean security and IT operations teams who need real outcomes, not more tools, more add-ons, or more manual work. This 30-minute deep

Read More »

[IMG: May The Logs be With You]

[H4] May the Logs Be With You: Graylog 7.1 Is Here

May 4, 2026

A long time ago, in a SOC far, far away…analysts were drowning in alerts, chasing context across fragmented screens, and watching real threats slip past detection gaps. Today, the Rebellion

Read More »

[IMG: 40 InfoSec Metrics Organizations Should Track]

[H4] 40 Infosec Metrics Organizations Should Track

April 29, 2026

In today’s data-driven world, CISOs and senior leadership need to prove that their security programs mitigate risk. Just like grades theoretically quantify how well students understand material their teachers present,

Read More »

[IMG: An Introduction to the NIST Risk Management Framework-RMF]

[H4] An Introduction to the NIST Risk Management Framework (RMF)

April 24, 2026

While inherently critical to today’s businesses that run on data, implementing and enforcing data security and privacy has never been straightforward. Between collecting different types of sensitive data and deploying

Read More »

[H4] Graylog Academy: Free On-Demand Training Available

April 23, 2026

Free Online Graylog Analyst Training   Efficient log management and analysis are crucial for maintaining robust IT infrastructures. To empower IT professionals and enthusiasts with the skills needed to harness

Read More »

[IMG: Best Practices for Managing Hybrid Cloud Security]

[H4] Best Practices for Managing Hybrid Cloud Security

April 22, 2026

As a kid, fruit punch always seemed like a magical drink. A mix of orange, cherry, apple, and cranberry created a unique flavor that differed substantially from any one juice.

Read More »

[IMG: How Lean Security Teams Stay Ahead of AI-Powered Attacks]

[H4] How Lean Security Teams Stay Ahead of AI-Powered Attacks

April 16, 2026

In “Terminator 2“, the T-800 does not win because humans worked harder. It wins because the same machine capability that made it dangerous was reprogrammed to fight for the defenders.

Read More »

[IMG: How To Build an Effective IT Disaster Recovery Plan]

[H4] How To Build an Effective IT Disaster Recovery Plan

April 14, 2026

When weather forecasters predict hurricanes and blizzards, people rush to the grocery store for bread, milk, snacks, and water. While the snacks may be part of the storm preparation, the

Read More »

[IMG: OWASP Top 10 for LLM Application Security]

[H4] What is the OWASP Top 10 for LLM Application Security

April 10, 2026

Initially published by the Open Worldwide Application Security Project (OWASP) in 2023, the Top 10 for LLM Application Security list seeks to bridge the gap between traditional application security and

Read More »

[H4] Announcing Graylog 7.1.0-beta.2

April 9, 2026

Announcing Graylog 7.1.0-beta.2 This is a bug-fix release that improves Graylog’s functionality. Please read on for information on what has changed. Special Note: It is not possible to upgrade Graylog

Read More »

[IMG: CLM for NIS2 Directive Compliance]

[H4] Centralized Log Management for NIS2 Directive Compliance

April 8, 2026

As digital transformation expands the threat landscape, compliance mandates adapt to meet new challenges. In 2020, the European Commission announced its decision to accelerate its revision of the Directive on

Read More »

Graylog Release Updates

[H3]
Announcing Graylog Illuminate v7.0.6

May 8, 2026

- See all -

[H2] Get the Monthly Tech Blog Roundup

Subscribe to the latest in log management, security, and all things Graylog blog delivered to your inbox once a month.

Blog Categories

[H4] AI & Automation

[H4] Audit & Compliance

[H4] Data Lake & Pipelines

[H4] Detection and Response

[H4] Graylog Labs

[H4] ITOPS – DevOPS

[H4] Log Management & Analytics

[H4] Product

[H4] Release Notices

[H4] Security Operations & Analytics

[H4] SIEM

[H4] Threat Hunting

[H2] Get the Monthly Tech Blog Roundup

Subscribe to the latest in log management, security, and all things Graylog blog delivered to your inbox once a month.

[IMG: Blog Graphic]
5666 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
115Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 48 1
/why-graylog/ 6 1
/contact-us/ 55 1
/blog/ 6 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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    "@graph": [
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            "@type": "WebPage",
            "@id": "https://graylog.org/",
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        },
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        },
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        }
    ]
}
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        },
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                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Why Graylog"
                }
            ]
        },
        {
            "@type": "WebSite",
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            "url": "https://graylog.org/",
            "name": "Graylog",
            "description": "SIEM  |  Log Management |  API Security",
            "publisher": {
                "@id": "https://graylog.org/#organization"
            },
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://graylog.org/?s={search_term_string}"
                    },
                    "query-input": {
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            ],
            "inLanguage": "en-US"
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        {
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            },
            "image": {
                "@id": "https://graylog.org/#/schema/logo/image/"
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}
/contact-us/
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    "@context": "https://schema.org",
    "@graph": [
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            "url": "https://graylog.org/contact-us/",
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            },
            "primaryImageOfPage": {
                "@id": "https://graylog.org/contact-us/#primaryimage"
            },
            "image": {
                "@id": "https://graylog.org/contact-us/#primaryimage"
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            "datePublished": "2025-07-01T19:56:08+00:00",
            "dateModified": "2026-04-08T22:07:00+00:00",
            "description": "We'd love to help you! Whether you're interested in our products, need support, or have other inquiries, we've got you covered.",
            "breadcrumb": {
                "@id": "https://graylog.org/contact-us/#breadcrumb"
            },
            "inLanguage": "en-US",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
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                    ]
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            ]
        },
        {
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            "height": 375,
            "caption": "Graylog Arti"
        },
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                    "name": "Home",
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                },
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                    "@type": "ListItem",
                    "position": 2,
                    "name": "Contact Us"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://graylog.org/#website",
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            "name": "Graylog",
            "description": "SIEM  |  Log Management |  API Security",
            "publisher": {
                "@id": "https://graylog.org/#organization"
            },
            "potentialAction": [
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                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://graylog.org/?s={search_term_string}"
                    },
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        },
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            },
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/blog/
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}

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Security, Surveillance & Cybersecurity
36.5 Avg BS

Based on 370 businesses audited.

BS Detector

Security, Surveillance & Cybersecurity BS: Graylog (graylog.org)

https://graylog.org 📍 Industry: Security, Surveillance & Cybersecurity
20 BS / 100

Graylog provides a masterclass in high-substance technical marketing. It successfully bypasses the typical cybersecurity fluff by focusing on architectural differentiators and verified peer feedback. It is one of the few sites where the marketing narrative actually describes the product’s mechanical utility.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
4
20% BS
Commodity Fingerprint Detection of industry clichés/templates.
5
33% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

To further reduce the BS score, Graylog should integrate Person schema for its primary blog contributors and Academy instructors to build individual authority. Replace the ‘0’ placeholder metrics in the platform stats section of the homepage with actual, real-time community numbers to avoid the appearance of template neglect. Explicitly link the ‘operational in less than a day’ claim to a documented ‘Fast Start’ methodology or case study to move it from a marketing claim to a technical guarantee.

The site perfectly aligns with the Security and Cybersecurity category. The content demonstrates deep technical proficiency in SIEM (Security Information and Event Management), log management, and compliance frameworks like NIST RMF and the Australian ISM.

“The low score of 20 is driven by the site's exceptional semantic coherence and its heavy reliance on technical specificity over power words. Minor penalties were only applied for industry jargon density and the absence of named individual experts in the primary schema, which are standard for product-led growth companies but still represent an authority gap.”

Verified Analysis Date: May 27, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
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