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Logs & Observability · Reviewed 27 Oct 2026

Dynatrace

AI-powered observability platform for cloud-native and enterprise stacks.

free tier · dynatrace.com ↗

Paid against free › Logs & Observability › Dynatrace

Dynatrace at a glance
1.5MEstimated total trafficModeled monthly visits11.6KRanking keywordsPublic search sample99/100Technical health15 pages checked22.9KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Dynatrace is an AI-powered observability platform that unifies data across observability, security, and business domains to provide real-time answers and automated actions S1. It is used by DevOps, SRE, and security teams to monitor applications, infrastructure, and user experiences, enabling faster incident resolution and proactive operations S12 S21. The platform's main value lies in its ability to deliver deterministic insights and agentic automation, reducing manual effort and improving reliability S30.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Dynatrace is an AI-powered observability platform S1.
  • Core purpose: Unifies data to provide real-time answers and enable AI-driven operations S1.
  • Intended users: DevOps, SRE, and security teams S12 S21.
  • Product scope: A platform with components like Grail, Dynatrace Intelligence, and Application Security S6 S30 S21.
  • Positioning: The industry's most advanced AI-powered observability platform S1.
  • Claimed distinction: Uses causal and agentic AI to deliver reliable automation and autonomous operations S30.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
DevOps teamsAutomate quality gates and remediation in CI/CD workflows S12.
SRE teamsValidate releases against SLOs and KPIs with Site Reliability Guardian S12.
Security teamsDetect and remediate vulnerabilities and attacks in real time S21.
IT operationsMonitor hybrid cloud infrastructure and automate incident response S96.
Business teamsConnect IT assets to business processes for compliance and cost insights S92.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Unified data lakehouse (Grail)Stores and analyzes observability, security, and business data in one place with causal relationships S6.
AI-powered root cause analysisUses Davis AI to map causal relationships across the stack for precise issue identification S38.
Automated remediationExecutes workflows and updates tickets automatically when issues occur S12.
Application performance monitoringTracks service performance, SLOs, and health metrics for cloud-native workloads S17.
Application securityDetects and remediates vulnerabilities and attacks in real time with runtime context S21.
Digital experience monitoringCaptures user sessions and connects frontend signals to backend traces S38.
Custom app developmentBuild and share custom apps using AppEngine S1.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
OpenTelemetryIntegrationEnriches health tracking with OpenTelemetry data S17.
AutomationEngineIntegrationConnects to incident management and automation tools for auto-remediation S96.
Dynatrace HubExtension frameworkOffers hundreds of turnkey extensions for third-party infrastructure and cloud services S96.
AppEngineExtension frameworkAllows building custom apps on the platform S1.
Runbook integrationsIntegrationExecutes remediation workflows through runbook tools S12.
Open API frameworkAPIEnables extending the platform with custom applications S96.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Log Analytics — Pay-per-Query$0.20 per GiB ingested; $0.0007 per GiB-day retained; $0.0035 per GiB scannedAnnual platform commitment, then on-demandRetention from 1 day to 10 years S1
Log Analytics — Bundled Queries$0.20 per GiB ingested; $0.02 per GiB-day retained with queriesAnnual platform commitment10 to 35 days retention with queries included S1
Foundation & Discovery$7 per host per monthBilled at $0.01 per hour per hostIncludes collection and correlation of logs in context S1
Full-Stack Monitoring$58 per 8 GiB host per monthBilled at $0.01 per memory-GiB-hourAPM, Kubernetes, OpenTelemetry metrics and traces S1
Free trial15-day free trialNot establishedNot established S151

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
datadoghq.com223.5ai observability, apm monitoring
honeycomb.io111ai observability
langchain.com112ai observability
elastic.co112apm monitoring
witness.ai113ai observability
mirantis.com114ai observability
solarwinds.com114apm monitoring
metoro.io115ai observability
aws.amazon.com115apm monitoring
thousandeyes.com116apm monitoring

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.0%
MonthSource
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherInnovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.https://www.dynatrace.com/
otherAI Observabilityhttps://www.dynatrace.com/
otherObservability built for the age of AIhttps://www.dynatrace.com/
otherBest-in-class observability for your Generative AI applications, LLMs, and agents.https://www.dynatrace.com/
featuresTackle complex and dynamic workloads with agentic AI, fueled by unified data and real-time context - all in the industry’s most advanced AI-powered observability platform.https://www.dynatrace.com/platform/
features0https://www.dynatrace.com/platform/
featuresReactive operations mean users always find problems first. Dynatrace monitors your full environment with AI-powered anomaly detection, predicts issues before they escalate, and surfaces business impact so teams can prevent, not just respond.https://www.dynatrace.com/platform/aiops/
featuresAppEngine lets teams create and share intelligent, data-driven apps inside Dynatrace, with built-in AI, security, and scalability already taken care of.https://www.dynatrace.com/platform/appengine/
featuresAI and automation built inhttps://www.dynatrace.com/platform/appengine/
featuresAppEngine is a core technology in the Dynatrace platform, giving you a secure, scalable foundation to build custom apps that leverage causal AI and all your platform data, without undermining your security posture or managing any infrastructure yourself.https://www.dynatrace.com/platform/appengine/
featuresTackle complex and dynamic workloads with agentic AI, fueled by unified data and real-time context - all in the industry’s most advanced AI-powered observability platform.https://www.dynatrace.com/platform/
features0https://www.dynatrace.com/platform/
featuresAI Observabilityhttps://www.dynatrace.com/platform/
features](/solutions/ai-observability/)https://www.dynatrace.com/platform/
featuresAI findings trigger intelligent workflows instantly, resolving issues in minutes, not hours.https://www.dynatrace.com/platform/aiops/
featuresPut AI to work across IT operationshttps://www.dynatrace.com/platform/aiops/
featuresReactive operations mean users always find problems first. Dynatrace monitors your full environment with AI-powered anomaly detection, predicts issues before they escalate, and surfaces business impact so teams can prevent, not just respond.https://www.dynatrace.com/platform/aiops/
features0https://www.dynatrace.com/platform/aiops/
features0https://www.dynatrace.com/platform/aiops/
featuresAppEngine lets teams create and share intelligent, data-driven apps inside Dynatrace, with built-in AI, security, and scalability already taken care of.https://www.dynatrace.com/platform/appengine/

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where datadoghq.com appears.2 first-page appearances across ai observability, apm monitoring

Website intelligence — Collected evidence

Website evidence gaps

  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
Gartner Peer InsightsDynatrace Reviews & Ratings 2026 / Gartner Peer InsightsGrounded web search## Dynatrace Reviews and Ratings #### 4.6 ##### ( 2468 Ratings) ### Rating Distribution 5 Star 59 % 4 Star 37 % 3 Star 3 % 2 Star 0 % 1 Star 0 % ... have fundamentally changed how we run operations. We first adopted Dynatrace years
TechRadarI tried Dynatrace, a comprehensive and advanced observability platform for enterprises / TechRadarGrounded web searchDynatrace is a comprehensive observability platform that goes beyond traditional network monitoring to provide ... . While its premium pricing and complexity may deter smaller organizations, enterprise teams will find its advanced capabilities justify the
TrustRadiusDynatrace Reviews and RatingsGrounded web searchbenefit from its monitoring capabilities. With its ability to ... with a small team. Being rolled out across the organization, it helps accelerate ... streamlines problem detection. Overall, Dynatrace serves as a crucial tool in understanding critical
PeerSpotDynatrace reviews 2026Grounded web search# Dynatrace Reviews Vendor: Dynatrace 4.4 out of 5 - 362 reviews - 95% willing to recommend ... .5 / I use Dynatrace primarily for incident management, alerts, and tracing production server issues, which significantly minimizes
SiitDynatrace Review (2026): Pricing, Pros & Cons, Verdict / SiitGrounded web search/ Source / Overall / Notable subscores / / --- / --- / --- / / G2 / 4.5/5 (1,366 reviews) / Roughly 70% five-star, and about 69% of reviewers identify as enterprise buyers, which shapes how pricing reads. G2's seller page reports 1,370 across all Dynatrace products / / Gartner Peer Insights / 4.6/5 (1,789 ratings) / 58% five-star, 38% four-star. The lowest subcategory, Evaluation and Contracting, still sits at 4.4 / / Capterra / 4.6/5 (84 reviews) / Small sample, and regional pages vary between

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyNextcustomer case study — Fourth, it helped reduce fraud risk. (Does Dynatrace Really Deliver? - by Yuki w.)
TestimonialExperiantestimonial — ▪ Reduced outage minutes by 85%. (Dynatrace real time feedback changed the development culture at Experian and slashed SLA penalties by 70%)

Independent mentions

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownership> Dynatrace's Grail technology has enabled our team to fully embrace the principles of SRE and respond with record speed when issues occur, by allowing us to quickly understand what's happening to our systems.source
Contact and supportNot published on the collected pages.—
Legal and privacyPrivacy isn't an add-on. Built-in masking, configurable retention, and hard deletion help you meet GDPR, CCPA, and beyond, with no bolt-on tooling required.source
Security and complianceIt enforces fine-grained access permissions and role-based governance, with encryption in transit and at rest. Immutable storage, audit logging, data masking, and hard deletion ensure compliance with all strict privacy asource
Uptime and status pageShip faster and safer with quality gates powered by AI, automated incident triage, and closed-loop remediation built into your CI/CD workflow.source
Domain registered2004-12-23—
Domain expires2026-12-23—

Not found on the collected pages: contact and support. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Not established in the collected sources.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Deployed through the Dynatrace platform, supporting automated instrumentation across hybrid and cloud environments S96.S96
Platforms and appsWeb-based platform; no specific OS apps mentioned.—
API and extensibility (API, SDK, webhooks, MCP, plugins)Open API framework and Dynatrace Hub for extensions S96.S96
Data ownership and exportGrail provides always-hydrated storage, no need to export to external systems S6.S6
Performance and reliability claimsGrail delivers up to 100x performance boost, searching hundreds of TB per second S6.S6
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2004-12-23 — CSC Corporate Domains, Inc.
Domain expires2026-12-23
TLS certificateAmazon, valid, expires 2027-04-29
Security headersHSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headerAmazonS3
Mail handled byus-smtp-inbound-1.mimecast.com, us-smtp-inbound-2.mimecast.com
Nameserversa8-64.akam.net, dns3.p06.nsone.net

Not measurable: wayback: rate limited by archive.org, ladder stopped after 1 probe(s). A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 99/100
  • Critical issues: 0
  • Warnings: 0
  • Notices: 6

Issues

SeverityIssueValueAffected URL
noticeLow visible word count4https://www.dynatrace.com/signup/
noticeImages are missing alt text1https://www.dynatrace.com/request-demo/
noticeLow visible word count45https://www.dynatrace.com/customers/
noticeImages are missing alt text1https://www.dynatrace.com/customers/
noticeImages are missing alt text2https://www.dynatrace.com/platform/application-security/
noticeImages are missing alt text1https://www.dynatrace.com/platform/business-observability/

Crawled pages

StatusTitleH1sWordsResponseURL
200Dynatrace \Observability built for the age of AI163118 ms
200Dynatrace completes Arize acquisition to advance AI observability116321,081 mshttps://www.dynatrace.com/news/blog/dynatrace-completes-acquisition-of-arize/
200Free Dynatrace Trial1499 mshttps://www.dynatrace.com/signup/
200Get a Dynatrace Demo today117998 mshttps://www.dynatrace.com/request-demo/
200Customer stories145105 mshttps://www.dynatrace.com/customers/
200Dynatrace observability platform165415 mshttps://www.dynatrace.com/platform/
200AI Observability \LLM Observability158612 ms
200Application Observability166241 mshttps://www.dynatrace.com/platform/application-observability/
200Application Security168117 mshttps://www.dynatrace.com/platform/application-security/
200Business Observability141413 mshttps://www.dynatrace.com/platform/business-observability/
200Digital Experience114459 mshttps://www.dynatrace.com/platform/digital-experience/
200Infrastructure Observability111445 mshttps://www.dynatrace.com/platform/infrastructure-observability/
200Log Management \Log Analytics152415 ms
200Software Delivery15018 mshttps://www.dynatrace.com/platform/software-delivery/
200Threat Observability14726 mshttps://www.dynatrace.com/platform/threat-observability/

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct56.3%
search14.0%
search organic12.0%
search paid2.0%
social8.9%
social organic7.2%
social paid1.6%
referrals13.8%
paid referrals2.3%
mail2.6%
gen ai2.0%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed pricing for all plans, no explicit uptime guarantees, and limited documentation on data export formats. Open questions remain about the full scope of integrations and the specifics of the agentic AI capabilities.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from dynatrace.com, including platform overviews and product-specific pages. The evidence catalog includes 180 entries from static and rendered pages, with external proof search used for verification. Limitations: some pages were not fully rendered, and external review profiles were not scraped for content.

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