Industry Context — Common BS Fingerprints in Security, Surveillance & Cybersecurity
Sumo Logic, Inc.
(https://sumologic.com) 📸 Data Snapshot: June 19, 2026Analyze 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 Cloud log management, monitoring, SIEM tools Sumo Logic (https://sumologic.com)
Cloud log management, monitoring, SIEM tools Sumo Logic
Sumo Logic provides best-in-class cloud monitoring, log management, Cloud SIEM tools, and real-time insights for web and SaaS based apps.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER App catalog: Explore Sumo Logic's free integrations and apps (https://sumologic.com/app-catalog/)
App catalog: Explore Sumo Logic's free integrations and apps
Sumo Logic is built to be flexible and scalable. Discover apps and integrations to monitor workloads and give you visibility across all systems, surfacing the most important insights.
NAV_HEADER_HEADING_REPEATED_FOOTER Resource center: blog, e-books, infographics and more (https://sumologic.com/resources/)
Resource center: blog, e-books, infographics and more
Browse our library of e-books, solutions briefs, research reports, case studies, webinars and more.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Sumo Logic Dojo AI – Meet the AI agents that detect and resolve threats so you can focus on the work that matters most. (https://sumologic.com/solutions/dojo-ai/)
Sumo Logic Dojo AI – Meet the AI agents that detect and resolve threats so you can focus on the work that matters most.
Agentic AI platform for detection, investigation, and response. Discover Sumo Logic Dojo AI and power your intelligent operations.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://sumologic.com) Cloud log management, monitoring, SIEM tools Sumo Logic
[H1] Intelligent SecOps for the AI era Agentic AI-powered Cloud SIEM and security analytics to automate, detect and investigate at the speed of now. Get a demo Ready to test our log analytics? Start a trial. 30 day trial. No credit card. 80%Decrease in MTTR and MTTD [IMG: OpenPayd logo] 60%Reduction in price per GB [IMG: Infor logo] 376%Three year ROI [IMG: IDC logo] [H2] Monitor, troubleshoot, automate, and defend. AI insights fueled by the atomic level of logs. Powering MTTR to zero. [IMG: hp25 hero mobot fistPose] [H3] Cloud SIEM Speed up incident investigations by automatically triaging alerts and correlating threats through log analytics. Explore Cloud SIEM [H3] Logs for Security Security platform that provides protection, compliance, and AI-driven guided search to help you resolve incidents faster, meet compliance demands, and strengthen your cloud infrastructure. Explore Logs for Security [H3] Monitoring and Troubleshooting Collect log data from cloud and on-premises systems to proactively analyze and resolve issues before they affect your applications and system. Explore Log Analytics [H3] Dojo AI Identify, triage, and resolve issues faster with Dojo AI, powered by specialized agents that cut through the noise and drive clarity. Explore Dojo AI [IMG: sumo logic query agent anim lg] Take a tour [H3] Flex Licensing Pay only for the data being used so you can ingest everything without budget waste. See pricing [H3] 450+ Powerful Integrations Explore apps [IMG: lp app bricks] SOC 2 Type II FedRAMP Moderate Authorized ISO 27001 GDPR HIPAA PCI DSS 3.2 CCPA [H3] Secure by design Trusted and certified [H2] Sumo Logic Dojo AI Discover a multi-agent AI platform built to power intelligent security operations and incident response. Get a demo Explore Dojo AI [IMG: mobot powerpose faceleft 900] SEE HOW IT WORKS [H2] Transform complexity into insights [H3] Cloud SIEM Speed up incident investigations by automatically triaging alerts and correlating threats through log analytics. Explore Cloud SIEM [H3] Logs for Security Security platform that provides protection, compliance, and AI-driven guided search to help you resolve incidents faster, meet compliance demands, and strengthen your cloud infrastructure. Explore Logs for Security [H3] Monitoring and Troubleshooting Collect log data from cloud and on-premises systems to proactively analyze and resolve issues before they affect your applications and system. Explore Log Analytics [H3] Dojo AI Identify, triage, and resolve issues faster with Dojo AI, powered by specialized agents that cut through the noise and drive clarity. Explore Dojo AI [IMG: sumo logic query agent anim lg] Take a tour [H3] Flex Licensing Pay only for the data being used so you can ingest everything without budget waste. See pricing [IMG: Youngjip Kim logo] “In particular, Sumo Logic’s powerful query functions serve as a competitive function, providing insightful results, like identifying similar errors or software versions with frequent issues. Youngjip KimEVP, Head of AI Team35 TBaverage daily log ingest volumeProducts usedApplication reliabilityView customer story [IMG: Alvin Lim logo] “Sumo Logic helps us accelerate impact by identifying impactful findings and showing us a clear path to investigation and remediation, all delivered through a streamlined, consolidated Cloud SIEM platform. [IMG: Alvin Lim] Alvin LimHead of Information Security90%reduction in alert investigation timeProducts usedCloud SIEMView customer story [IMG: Paul Dyson logo] “It’s been a while since I last worked with a technology company and thought, ‘Wow, these guys really know what they’re doing,’ and Sumo Logic is very, very easy to work with. [IMG: Paul Dyson] Paul DysonCo-founder and CTO22%improvement in response timeProducts usedPlatform, Cloud SIEMView customer story [IMG: Omar Koncobo logo] “Logs are like gold when you’re trying to troubleshoot an issue. So, make sure you have visibility into your logs to quickly see issues and address them to reduce your mean time to resolution. [IMG: Omar Koncobo] Omar KoncoboIT Director of e-commerce/Digital and Marketing Systems$2billion growthProducts usedApplication reliability, Infrastructure monitoring, Audit and complianceView customer story [IMG: Ryan Breed logo] “Sumo Logic proactively helps us understand an alert, whether it’s important or not and, in some cases, automatically disposes of the alert. [IMG: Ryan Breed] Ryan BreedSenior Security Engineer10,000clouds monitored and securedProducts usedInfrastructure monitoring, Threat detection, investigation, and responseView customer storySamsungEndowusSingletrackUlta BeautyHashicorp × ×
SUB-PAGE (https://sumologic.com/app-catalog/) App catalog: Explore Sumo Logic's free integrations and apps
Filter resources Cloud Provider Use Case [H2] Featured [IMG: Azure Web Apps App for Sumo Logic] Azure Web Apps App for Sumo Logic [IMG: Claude Compliance API] Claude Compliance API [IMG: Google Cloud Functions App for Sumo Logic] Google Cloud Functions App for Sumo Logic [IMG: Office 365 App for Sumo Logic] Office 365 App for Sumo Logic [IMG: Okta App for Sumo Logic] Okta App for Sumo Logic [H2] A-Z [IMG: 1password] 1Password [IMG: logo access data] AccessData [IMG: logo Active MQ] ActiveMQ App for Sumo Logic [IMG: logo Akamai] Akamai App for Sumo Logic [IMG: logo] Alcide kAudit for Sumo Logic [IMG: logo alient vault] AlienVault [IMG: logo alleantia] Alleantia [IMG: logo alphaMountain 2] alphaMountain [IMG: amazon bedrock v4] Amazon Bedrock [IMG: amazon bedrock agentcore v2] Amazon Bedrock AgentCore [IMG: aws rds logo] Amazon Cloudfront [IMG: logo amazon cloudfront 190314 184456] Amazon CloudFront App for Sumo Logic [IMG: logo aws ec2] Amazon EC2 Container Services (ECS) App for Sumo Logic [IMG: logo AWS EKS] Amazon EKS App for Sumo Logic [IMG: logo aws inspector] Amazon Inspector App for Sumo Logic [IMG: amazon kinesis logo] Amazon Kinesis App for Sumo Logic [IMG: logo aws rds] Amazon Relational Database Service (RDS) App for Sumo Logic [IMG: amazon simple storage service logo] Amazon S3 App for Sumo Logic [IMG: amazon SageMaker v2] Amazon SageMaker [IMG: logo amazon sns] Amazon Simple Notification Service (SNS) App for Sumo Logic [IMG: amazon vpc flow logo] Amazon VPC Flow App for Sumo Logic [IMG: logo anodot] Anodot Integration [IMG: logo any run partner] ANY.RUN [IMG: logo Apache] Apache Integration for Sumo Logic [IMG: logo tomcat] Apache Tomcat App for Sumo Logic
SUB-PAGE (https://sumologic.com/resources/) Resource center: blog, e-books, infographics and more
[H2] Upcoming webinars Currently, the requested information or upcoming webinar is not available. Filter resources Type Solution [IMG: Copy of Ep 45 Thinking] Stop building security dashboards nobody reads Podcast Jun 16, 2026 [IMG: thumb eu data sovereignty] EU data sovereignty and security operations: how Sumo Logic solves both at once Videos Jun 15, 2026 [IMG: Ep 45 Thinking 1] I think, therefore I am: Metacognition and AI Podcast Jun 9, 2026 [IMG: 45 Compliance Apps] Lights, camera, compliance: Finally seeing what your AI is actually doing Podcast Jun 2, 2026 [IMG: meta aws region sovereign cloud page 1] Discover the Sumo Logic AWS Region European Sovereign Cloud Guides Jun 2, 2026 [IMG: Copy of Copy of Ep 43 Data Sovereignty] You can’t vibe code your way through a production outage Podcast May 26, 2026 [IMG: Ep 43 Data Sovereignty] Who’s got your data? Spoiler: Not you Podcast May 19, 2026 [IMG: Ep 42 Data Layer] The emperor’s new data: AI, hype, and the data nobody’s talking about Podcast May 12, 2026 [IMG: Ep 41 The cost of not thinking Whos responsible when AI agents get it wrong] The cost of not thinking: Who’s responsible when AI agents get it wrong? Podcast May 5, 2026
SUB-PAGE (https://sumologic.com/solutions/dojo-ai/) Sumo Logic Dojo AI – Meet the AI agents that detect and resolve threats so you can focus on the work that matters most.
Dojo AI [H1] The next generation of SecOps starts in the Dojo Sumo Logic Dojo AI puts agentic AI to work for your security operations. Inside the Dojo, intelligent agents work with your analysts to detect, investigate, and respond to threats in real time—turning overwhelming data into decisive action. Schedule a demo [IMG: main banner bg blur] Mobot AI interface Summary Agent SOC Analyst Agent Query Agent Knowledge Agent MCP Server Why Sumo Logic? FAQ [IMG: mobot cropped web] Take a tour [H2] Mobot: The conversational interface Mobot lets you talk to your data in plain language, simplifying complex security workflows into quick, natural interactions. From deploying agents to running investigations, he’s your single point of access to the entire Dojo — getting you from question to insight faster than ever. [H2] Summary Agent: Providing clear alert context The Summary Agent automatically explains what triggered an Insight, highlighting key signals and context so analysts can quickly assess scope and prioritize response. Spend less time sifting through raw logs with clear, actionable summaries ready to share across teams. [IMG: summary agent cropped web] [H2] Summary Agent: Providing clear alert context The Summary Agent automatically explains what triggered an Insight, highlighting key signals and context so analysts can quickly assess scope and prioritize response. Spend less time sifting through raw logs with clear, actionable summaries ready to share across teams. [IMG: summary agent cropped web] [H2] SOC Analyst Agent: Your always-on security team This agent applies advanced reasoning to triage alerts, evaluate severity, and link related activity into a clear picture of what’s happening. By filtering out noise and repetitive manual work, it helps your team focus on real threats and respond with confidence. [H2] Query Agent: Transforming natural language prompts into queries Ask Mobot about a query the same way you’d ask a teammate. The Query Agent translates your natural language requests into efficient, accurate Sumo Logic queries. Explore data, uncover patterns, and spot anomalies without ever writing code. Analysis becomes faster, more intuitive, and far less manual. Get a demo View demo [IMG: query agent cropped web] [IMG: knowledge agent cropped web] [H2] Knowledge Agent: Help without the wait Ask Mobot your how-to questions about onboarding, administration, or platform setup, and the Knowledge Agent will deliver instant guidance. Get clear, citable answers in seconds so you can stay focused on your work instead of digging through docs or waiting on support tickets. [H2] Sumo Logic MCP Server: Connecting your AI to the Dojo External MCP makes Dojo AI the hub of your entire AI ecosystem, connecting Sumo Logic agents with your specialized agents, proprietary models, and third-party systems and tools. It supports natural language queries across IDEs and collaboration tools so your teams can access powerful insights anywhere, securely and at scale. Get a demo View demo [IMG: sumo logic mcp server cropped web] Take a tour Why Sumo Logic [H2] Intelligent. Autonomous. Proven. Built on years of expertise in log analytics and SIEM and trusted by thousands of enterprises, Sumo Logic helps teams detect, investigate, and respond faster. With Dojo AI, we take that mission even further, combining agentic AI with the scale, security, and intelligence of our platform to drive intelligent DevSecOps. [IMG: icon parsing data 2 color] [H3] Cut through the noise Eliminate false positives and surface what really matters. AI-driven correlation and summarization reduce alert fatigue so your team can focus on real threats. [IMG: icon collect and centralize 2 color 4] [H3] Unify your view Break down silos across tools and teams with a single platform for all telemetry delivering a single source of truth for security and operations. [IMG: icon performance 1] [H3] Respond faster Automate detection and accelerate response with log analytics and an AI-powered cloud SIEM that speeds MTTR so you can stop issues before they spread. [IMG: icon detect insider threats 1] [H3] Stay ahead Continuously learn and adapt with AI that evolves alongside your environment. Proactive defense keeps you ahead of attackers and outages alike. [H2] Additional resources [IMG: thumb MachineDataAnalytics 3] GUIDE [H3] AI guide Read guide [IMG: thumb dojo ai strategy Blog 1200x628 1] BLOG [H3] Announcing Dojo AI agents Read blog [IMG: thumb masters of data ep4 1 v3 1] PODCAST [H3] Stop writing dumb AI security policies Watch podcast [H2] FAQStill have questions? Get a demo Does Sumo Logic AI use open-source libraries, generative AI providers, or cloud services?+ Yes. Dojo AI leverages foundation models securely hosted through Amazon Bedrock. Do Dojo AI agents access customer data?+ Agent interaction with customer data varies by capability. Mobot (including Query Agent and Knowledge Agent) and Summary Agent do NOT process or analyze customer data. The SOC Analyst Agent (in preview as of February 2026 with certain chosen customers) processes customer data in order to help review insight data, correlate activity, and assist in triage and investigation as directed by the user. Any AI capability that processes customer data: Is available only through explicit customer opt in (never automatically provisioned) Requires execution of the applicable AI addendum to the client agreement Customers retain control over whether these data-processing capabilities are enabled in their environment. What types of customer data or personal identifying information (PII) does the AI process? Does it filter sensitive information?+ Sumo Logic AI capabilities follow strict legal, compliance, and security standards to ensure data minimization and fit-for-purpose processing. Customer data is never used to train AI models, shared externally, or used to improve global models. Data remains within the customer’s environment and is processed only to deliver results back to that customer. Sumo Logic applies strong safeguards and filtering to ensure sensitive data is handled securely and appropriately at all times. Capabilities that process customer data–including the SOC Analyst Agent (beta as of February 2026)–are available only through explicit customer opt-in and require execution of the applicable AI addendum. These capabilities are never automatically provisioned. Is customer data/PII used to train AI models?+ No. Customer data is never used to train AI models. All Sumo Logic AI capabilities are designed to serve customer-specific outcomes within their own environment. Mobot uses a Large Language Model (LLM) via Amazon Bedrock, which processes data securely and does not retain or use customer information for training or other external purposes. Traditional machine learning (ML) features, such as AI-driven alerts, generate models specific to each customer’s environment and are never shared or made public. For more information, see the security and compliance page of our help docs. Does any third party have access to Dojo AI customer data?+ Dojo AI leverages foundation models securely hosted through Amazon Bedrock. When customer data is processed using Amazon Bedrock: Customer inputs and outputs are treated as Customer Content under AWS terms. AWS does not use Customer Content to train models or improve Amazon Bedrock. AWS may access Customer Content only as necessary to provide the service or comply with law. Third-party model providers (such as Anthropic) do not have access to customer inputs or outputs. Customer inputs and outputs are not shared with model providers and are not used to train external models. In summary, customer data processed through Dojo AI remains within Sumo Logic’s secure environment and is used only to deliver results for that customer. It is not used to train foundation models or shared with model providers. How long does Dojo AI store customer data, and how is it deleted?+ Dojo AI and classical ML features store data only temporarily to optimize performance: AI-driven alerts use a rolling 60-day data window, retraining weekly and expiring the oldest data automatically. Mobot may temporarily retain query history in a rolling window to improve conversational context and response accuracy. All stored data follows Sumo Logic’s data retention and deletion policies, ensuring customer information is never retained longer than necessary. Do you hold any AI-specific certifications or accreditations?+ Sumo Logic is currently reviewing AI Compliance within a rapidly evolving framework, in particular ISO 42001 as designed to help organizations implement AI responsibly. Sumo Logic AI capabilities operate within our existing industry-recognized security and compliance framework, including FedRAMP Moderate, SOC 2 Type 2, HIPAA, PCI DSS 4.0.1, and ISO 27001:2022. These attestations govern the confidentiality, integrity, and protection of customer data. Availability of specific AI capabilities may vary by deployment region (including FED) based on compliance boundary requirements. Which Dojo AI capabilities are available in FED?+ The current GA versions of Mobot (including Query Agent and Knowledge Agent) and Summary Agent are available in the FED deployment. The SOC Analyst Agent and certain newer Dojo AI capabilities are not currently available in FED. These capabilities depend on underlying model configurations that do not yet meet the requirements of our FED compliance boundary. We are actively evaluating future availability of these capabilities in FED as underlying model support and compliance requirements evolve. What types of model reviews are conducted?+ Our Generative AI model is licensed and securely hosted via Amazon Bedrock, meaning it is not directly accessible by Sumo Logic, or Customers, or third parties. All new AI capabilities and features undergo comprehensive legal, compliance, and application security reviews before release. These reviews ensure data protection, privacy, and regulatory alignment. Additionally, recurring reviews are conducted with every major update—particularly when a capability introduces new analytics or processes previously unused data types—to maintain ongoing trust and compliance across our AI ecosystem. Can customers opt out of AI features?+ Yes. Customers can opt out of specific AI features at any time by submitting a support ticket. What is included in Sumo Logic’s AI capabilities?+ For a complete overview of everything included in Sumo Logic’s AI portfolio, click here. [H2] Ready to see how Dojo AI can improve your operations? Experience the agentic AI platform that connects the dots—from detection to automation. Schedule a demo [IMG: Frame 1073715737]
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 14 | 1 |
| /app-catalog/ | 2 | 1 |
| /resources/ | 2 | 1 |
| /solutions/dojo-ai/ | 9 | 1 |
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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}
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},
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/app-catalog/
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},
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"location": {
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}
},
{
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},
{
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},
{
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]
},
{
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"url": "https://www.sumologic.com/app-catalog",
"name": "App catalog: Explore Sumo Logic's free integrations and apps",
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/resources/
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},
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"sameAs": [
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"https://twitter.com/SumoLogic",
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],
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"addressCountry": "US"
},
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"caption": "Sumo Logic",
"inLanguage": "en-US",
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},
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{
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}
],
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"location": {
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}
},
{
"@type": "WebSite",
"@id": "https://www.sumologic.com/#website",
"url": "https://www.sumologic.com",
"name": "Sumo Logic",
"publisher": {
"@id": "https://www.sumologic.com/#organization"
},
"inLanguage": "en-US"
},
{
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{
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"itemListElement": [
{
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"item": {
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{
"@type": "ListItem",
"position": "2",
"item": {
"@id": "https://www.sumologic.com/resources",
"name": "Resources"
}
}
]
},
{
"@type": "WebPage",
"@id": "https://www.sumologic.com/resources#webpage",
"url": "https://www.sumologic.com/resources",
"name": "Resource center: blog, e-books, infographics and more",
"datePublished": "2024-10-23T10:28:11-08:00",
"dateModified": "2025-12-12T00:34:33-08:00",
"isPartOf": {
"@id": "https://www.sumologic.com/#website"
},
"primaryImageOfPage": {
"@id": "https://www.sumologic.com/wp-content/uploads/ip-bg.svg"
},
"inLanguage": "en-US",
"breadcrumb": {
"@id": "https://www.sumologic.com/resources#breadcrumb"
}
}
]
}
/solutions/dojo-ai/
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "Place",
"@id": "https://www.sumologic.com/#place",
"address": {
"@type": "PostalAddress",
"streetAddress": "855 Main St., Suite 100",
"addressLocality": "Redwood City",
"addressRegion": "CA",
"postalCode": "94063",
"addressCountry": "US"
}
},
{
"@type": "Organization",
"@id": "https://www.sumologic.com/#organization",
"name": "Sumo Logic, Inc.",
"url": "https://www.sumologic.com",
"sameAs": [
"https://www.facebook.com/Sumo.Logic",
"https://twitter.com/SumoLogic",
"https://www.linkedin.com/company/sumo-logic/"
],
"email": "sales@sumologic.com",
"address": {
"@type": "PostalAddress",
"streetAddress": "855 Main St., Suite 100",
"addressLocality": "Redwood City",
"addressRegion": "CA",
"postalCode": "94063",
"addressCountry": "US"
},
"logo": {
"@type": "ImageObject",
"@id": "https://www.sumologic.com/#logo",
"url": "https://www.sumologic.com/wp-content/uploads/2024/10/full-logo-dark.svg",
"contentUrl": "https://www.sumologic.com/wp-content/uploads/2024/10/full-logo-dark.svg",
"caption": "Sumo Logic",
"inLanguage": "en-US",
"width": "161",
"height": "29"
},
"contactPoint": [
{
"@type": "ContactPoint",
"telephone": "+1-650-810-8700",
"contactType": "sales"
}
],
"description": "Sumo Logic turns insights into action by enabling customers to deliver reliable and secure cloud-native applications through its Sumo Logic SaaS Log Analytics Platform.",
"location": {
"@id": "https://www.sumologic.com/#place"
}
},
{
"@type": "WebSite",
"@id": "https://www.sumologic.com/#website",
"url": "https://www.sumologic.com",
"name": "Sumo Logic",
"publisher": {
"@id": "https://www.sumologic.com/#organization"
},
"inLanguage": "en-US"
},
{
"@type": "ImageObject",
"@id": "https://www.sumologic.com/wp-content/uploads/CloudSIEM_Meta_1200x628-1.png",
"url": "https://www.sumologic.com/wp-content/uploads/CloudSIEM_Meta_1200x628-1.png",
"width": "1200",
"height": "628",
"inLanguage": "en-US"
},
{
"@type": "BreadcrumbList",
"@id": "https://www.sumologic.com/solutions/dojo-ai#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": "1",
"item": {
"@id": "https://www.sumologic.com",
"name": "Home"
}
},
{
"@type": "ListItem",
"position": "2",
"item": {
"@id": "https://www.sumologic.com/solutions",
"name": "Solutions"
}
},
{
"@type": "ListItem",
"position": "3",
"item": {
"@id": "https://www.sumologic.com/solutions/dojo-ai",
"name": "Dojo AI"
}
}
]
},
{
"@type": "WebPage",
"@id": "https://www.sumologic.com/solutions/dojo-ai#webpage",
"url": "https://www.sumologic.com/solutions/dojo-ai",
"name": "Sumo Logic Dojo AI - Meet the AI agents that detect and resolve threats so you can focus on the work that matters most.",
"datePublished": "2025-09-09T20:52:06-08:00",
"dateModified": "2026-04-28T13:41:22-08:00",
"isPartOf": {
"@id": "https://www.sumologic.com/#website"
},
"primaryImageOfPage": {
"@id": "https://www.sumologic.com/wp-content/uploads/CloudSIEM_Meta_1200x628-1.png"
},
"inLanguage": "en-US",
"breadcrumb": {
"@id": "https://www.sumologic.com/solutions/dojo-ai#breadcrumb"
}
}
]
}
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.
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.
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.
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.
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.
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.
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.
Based on 365 businesses audited.
Security, Surveillance & Cybersecurity BS: Sumo Logic, Inc. (sumologic.com)
Sumo Logic is a high-substance entity that uses ‘AI’ as a specific technical deliverable rather than a marketing buzzword. It provides more forensic evidence of ROI and compliance in its footer than most competitors provide in their entire sitemap. It is a rare example of a enterprise security site where the documentation is as persuasive as the marketing.
Add Person schema for featured customer leads like Youngjip Kim and Alvin Lim to provide a verifiable digital footprint for testimonials. Fix the duplicate H2 heading ‘Summary Agent: Providing clear alert context’ on the Dojo AI page to improve technical SEO and hierarchy. Include direct outbound links to the third-party review aggregators that comprise the review_count to eliminate any perception of trust theatre.
Sumo Logic is a precise match for the Cybersecurity and Observability industry. The content focuses heavily on SIEM (Security Information and Event Management), log analytics, and SecOps, with specific mentions of technical frameworks like FedRAMP and SOC 2 Type II.
“The score of 20 is driven by excellent information density and a total lack of semantic drift. The few points deducted are for minor technical repetitions in headings and the lack of Person schema for the named experts quoted throughout the testimonials. The site represents the top tier of substance-to-signal ratio in the cybersecurity sector.”
This training module utilizes a snapshot of public data from Sumo Logic, Inc., captured on June 19, 2026, to demonstrate how machine logic evaluates different types of business narratives.
Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.
Notice to Sumo Logic, Inc.: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.
Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://sumologic.com to view the most current version of its content and learn from the source what this company is about and what it offers.