AI visibility report
AI visibility report for Okteto in Containers & Orchestration.
Outside the top three on 15 of the 25 prompts buyers actually ask.
Portainer is cited on 10 of those losses.
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Track Okteto across these prompts daily.
Start free trialStill absent from 100% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Google AI Mode
Perplexity
ChatGPT
Gemini Search
Bing Copilot
GrokHow to read this. Okteto appears in 0% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Okteto is losing
Prompts where competitors are visible and Okteto is not.
These prompt-level losses are the first prompts to track and repair.
Where Okteto is winning
No clear strengths identified yet.
Where Okteto is losing5
Which container orchestration platforms give non-platform engineers production visibility without needing to learn kubectl?
Competitors on 5 platforms
Track this promptWhat tools make it fastest to get a multi-service application running in containers locally without heavy compose tooling complexity?
Competitors on 4 platforms
Track this promptWhat container management platforms best address the day-to-day pain points engineers face with container orchestration?
Competitors on 3 platforms
Track this promptWhich container orchestration platforms handle node failures most gracefully without causing service downtime?
Competitors on 3 platforms
Track this promptWhat tools and techniques have the biggest impact on container image size and startup time for faster deploys at scale?
Competitors on 2 platforms
Track this prompt
Track Okteto daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Okteto is a cloud-native developer experience platform founded in 2018 and headquartered in San Francisco. It automates the creation and lifecycle of ephemeral, production-like Kubernetes development environments, enabling developers to write code locally and see changes reflected in remote cloud environments in near real-time via instant code synchronization. The platform covers the full developer inner loop: development environments, automated PR preview environments, shift-left test environments, and an AI Agent environment product in beta. Deployment options include SaaS, self-hosted, and Bring Your Own Cloud (BYOC). Okteto integrates with GitHub Actions, GitLab, Bitbucket, VS Code, and major cloud marketplaces, and is SOC 2 Type 2 certified. Backed by Y Combinator and Two Sigma Ventures with approximately $18.1M raised, Okteto's customers include monday.com, LaunchDarkly, and Replicated.
Okteto is a Kubernetes-native developer experience platform that replaces local development environments with automated, ephemeral cloud environments. It provides instant code sync, one-click environment launch, automated PR preview environments, and shift-left testing, all governed through a centralized admin dashboard with cost controls and RBAC.
Key Facts
- Founded
- 2018
- HQ
- San Francisco, CA, USA
- Founders
- Ramiro Berrelleza, Pablo Chico de Guzman, Ramon Lamana
- Funding
- ~$18.1M
- Status
- Private
Target users
Key Capabilities10
- Ephemeral, production-like Kubernetes development environments on demand
- Instant code synchronization (local save → cloud environment update in ~3 seconds)
- Automated preview environments per pull request with shareable URLs
- Shift-left testing via Okteto Test (unit, integration, and e2e inside dev environments)
- Declarative Okteto Manifest for repeatable, version-controlled environment definitions
- Self-service environment catalog for one-click developer onboarding
- Automated garbage collection and resource manager for cost control
- Admin dashboard with RBAC, SSO (GitHub, Google Workspace, OIDC, SAML 2.0)
- AI Agent Environments (beta) for isolated agent fleet execution
- Flexible deployment: SaaS, Self-Hosted, and Bring Your Own Cloud (BYOC)
Key Use Cases7
- Eliminating local environment setup friction for microservices development teams
- Automated PR preview environments for code review and stakeholder feedback
- Accelerating developer onboarding onto complex Kubernetes stacks
- Shift-left testing to catch bugs before CI pipeline runs
- Platform engineering teams standardizing and governing developer environments at scale
- Cost optimization of long-running cloud development infrastructure
- Running isolated AI agent workloads in ephemeral Kubernetes environments
Okteto customer outcomes
50% increase in developer velocity; 50% reduction in scrap work and bug incidents; 150% Okteto adoption growth over 2 ye
Okteto accelerated developer velocity and reduced scrap work and bug incidents by deploying shared Kubernetes development environments for 500+ developers, enabling one-click environment launch and eliminating resource-heavy local Docker setups.
$1M in engineering savings; 90% reduced waste; 75% increased velocity
Okteto's DevX-first approach automated the development inner loop, shifting left the verification process for each developer and dramatically reducing engineering waste.
+200% productivity; $10,000 monthly savings
Okteto removed the need for engineers to be highly skilled in Kubernetes, making it easier and faster to onboard new team members and reduce ongoing environment overhead.
Recent Trend
How AI describes Okteto3
Okteto: Instead of mimicking a cluster locally, Okteto spins up a container directly _inside_ the remote cluster as your development environment.
What tools let developers run and debug services inside a container orchestration cluster locally versus a remote dev cluster?
Okteto: Spins up "development containers" directly inside a Kubernetes cluster.
What tools improve the inner development loop for engineers working on microservices inside containers?
...d | ➖ | ✅ | ❌ | ✅ | Continuous build/deploy | | Tilt | ✅ (local processes) | ✅ | ❌ | ✅ | Hybrid local/cluster workflows | | Okteto | ➖ | ✅ | ✅ | ✅ | Cloud-native remote development | | Garden | Both | ✅ | ❌ | ✅ | Large multi-service environments | ### L...
What tools let developers run and debug services inside a container orchestration cluster locally versus a remote dev cluster?
Most cited sources
No cited source mix is available for this brand yet.
Alternatives in Containers & Orchestration6
Okteto positions itself as the developer experience (DevX) layer on top of Kubernetes, differentiating from general container orchestration platforms by focusing specifically on the inner development loop.
- Its core claim is eliminating the gap between local development and production by providing on-demand, ephemeral, production-like Kubernetes environments rather than asking developers to simulate the stack locally.
- Compared to Garden.io and Telepresence (not in input set), Okteto emphasizes a broader platform approach—covering dev environments, preview environments per PR, shift-left testing, cost controls, and admin governance—rather than a pure traffic-routing or build-tool approach.
- Against Docker, Okteto argues that Docker Compose-based local workflows break down at microservices scale, offering shared cloud cluster namespaces as the replacement.
- Against heavier enterprise platforms like Red Hat OpenShift or Rancher, Okteto is positioned as a lightweight, developer-first overlay that works on any Kubernetes cluster rather than a full cluster management solution.
Reviews
Praised
- Eliminates environment setup time entirely
- Seamless GitHub Actions integration for preview environments
- Fast, responsive, and personalized support team
- Production-like environments accessible to all team members including QA and stakeholders
- One-click environment launch from UI or CLI
- Dramatically reduces developer onboarding time
- Hot reloading and instant code sync
- Modern and intuitive management interface
Criticized
- Initial setup effort required depending on specific use case
- Limited public review volume makes broader validation difficult
Okteto holds a 4.9 out of 5 rating on G2 based on 12 reviews, with 100% of reviewers giving 5 stars. Reviewers consistently praise the elimination of environment setup overhead, the quality and responsiveness of the Okteto support team, the seamless GitHub Actions integration for preview environments, and the dramatic improvement in developer onboarding time. One reviewer noted it 'drastically shortened cycles' and brought QA and business stakeholders into the feedback loop earlier. A front-end developer noted that initial setup requires some effort depending on the specific use case, but considered the downstream productivity gains significant. The small review sample limits broader generalization.
Pricing
Okteto offers three tiers. Starter is free for up to 5 seats (1-year access) and includes core development environments, preview environments, testing environments, local-to-cloud code synchronization, remote debugging, and Okteto AI features. Scale and Enterprise tiers are contact-sales only with no public pricing. Scale adds catalog templates, resource management, garbage collection, external resource integration, RBAC, SSO (GitHub/Google Workspace), cluster health dashboards, SOC 2 Type 2, and ticketed support with SLAs. Enterprise adds BYOC deployment, OIDC/SAML 2.0, GitOps controls, air-gapped network support, multi-cluster licensing, dedicated Slack support, priority escalations, and professional services. Okteto is also available via the Google Cloud Marketplace and AWS Marketplace.
Limitations
- Enterprise and Scale tier pricing is not publicly disclosed, requiring a sales conversation.
- The open-source CLI supports only the 'dev' section of the Okteto Manifest, limiting functionality without the commercial platform.
- Okteto is Kubernetes-native, making it less suitable for teams not yet operating on Kubernetes.
- Air-gapped network support is limited to the Enterprise tier.
- G2 review volume is low (12 reviews), limiting independent social proof.
- SAML 2.0 is listed as 'coming soon' as of the latest pricing page.
- Multi-cluster and floating license support is Enterprise-only.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Google AI Mode | Perplexity | ChatGPT | Gemini Search | Bing Copilot | Grok |
|---|---|---|---|---|---|---|
Capability0/5 cited (0%) | ||||||
Which service mesh tools handle inter-service communication security and observability best at scale in a container orchestration environment? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which container orchestration backup and disaster recovery platforms handle restoring both cluster state and persistent volume data after a failure? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What are the best tools for managing stateful workloads like databases in a container orchestration cluster? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which container orchestration platforms handle mixed workloads — long-running services, batch jobs, and scheduled tasks — in the same cluster? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which container orchestration platforms offer the best multi-tenancy and resource isolation between teams or customers? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Developer Experience0/5 cited (0%) | ||||||
What tools improve the inner development loop for engineers working on microservices inside containers? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which container orchestration platforms give non-platform engineers production visibility without needing to learn kubectl? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
What container management platforms best address the day-to-day pain points engineers face with container orchestration? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What tools let developers run and debug services inside a container orchestration cluster locally versus a remote dev cluster? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which container registry platforms handle image pull performance best for large teams doing frequent deploys? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Integrations & Ecosystem0/5 cited (0%) | ||||||
What container security scanning tools integrate best into the image build and registry push pipeline before workloads reach the cluster? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which container orchestration platforms integrate best with major cloud provider networking and load balancer services? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which tools integrate container orchestration platforms with GitOps workflows for declarative continuous deployment? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which container orchestration platforms support hybrid cloud deployments by integrating with existing on-premise infrastructure? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which secrets management tools integrate most smoothly with container orchestration platforms for handling sensitive configuration? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Performance & Reliability0/5 cited (0%) | ||||||
Which enterprise container orchestration platforms handle cluster upgrades without service disruptions in production? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which service mesh solutions have the lowest overhead per pod for a high-throughput microservices architecture? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What tools and techniques have the biggest impact on container image size and startup time for faster deploys at scale? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which container orchestration platforms manage resource autoscaling best for workloads with spiky or unpredictable traffic patterns? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which container orchestration platforms handle node failures most gracefully without causing service downtime? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Setup & First Run0/5 cited (0%) | ||||||
What tools make it fastest to get a multi-service application running in containers locally without heavy compose tooling complexity? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
I'm evaluating managed container orchestration services versus self-hosted platforms for a startup — what are the main options? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which container orchestration management platforms simplify initial cluster configuration most for teams new to running containers at scale? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What are the easiest container orchestration platforms to set up for teams without dedicated platform engineers? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
What tools support migrating a VM-based deployment to containers without rewriting the entire application? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Portainer | 25.3% | 41.7% | 0.7% | 25.3% | 10.0% | #9.4 | +0.36 |
| 2 | Kubernetes | 10.7% | 12.5% | 0.0% | 1.3% | 95.3% | #14.8 | +0.27 |
| 3 | HashiCorp | 8.0% | 13.9% | 6.0% | 0.7% | 32.7% | #15.8 | +0.35 |
| 4 | Docker | 8.0% | 17.4% | 4.0% | 3.3% | 52.0% | #24.1 | +0.28 |
| 5 | Mirantis | 5.3% | 12.5% | 0.7% | 4.0% | 5.3% | #29.1 | +0.15 |
| 6 | Rancher | 0.7% | 1.4% | 0.7% | 0.0% | 29.3% | #26.0 | +0.10 |
| 7 | Garden | 0.7% | 0.7% | 0.7% | 0.0% | 2.0% | #30.0 | +0.00 |
| 8 | Okteto | 0.0% | 0.0% | 0.0% | 0.0% | 4.7% | — | — |
| 9 | Red Hat OpenShift | 0.0% | 0.0% | 0.0% | 0.0% | 26.7% | — | — |
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