AI visibility report
AI visibility report for Deno in Deployment & Hosting Platforms.
Outside the top three on 24 of the 25 prompts buyers actually ask.
Vercel is cited on 14 of those losses.
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Also benchmarked
Deno appears in 2 other verticals
Track Deno across these prompts daily.
Start free trialStill absent from 99.3% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Perplexity
Bing Copilot
Google AI Mode
Gemini Search
GrokHow to read this. Deno appears in 0.7% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Deno is losing
Prompts where competitors are visible and Deno is not.
These prompt-level losses are the first prompts to track and repair.
Where Deno is winning1
What serverless hosting platforms have the lowest cold start times for latency-sensitive API endpoints?
Avg # 1.0 · 1 platform
Where Deno is losing5
Which deployment platforms handle monorepo setups well so a team can deploy multiple services from a single repository?
Competitors on 5 platforms
Track this promptI need a hosting platform that supports container-based deployments with persistent storage — which platforms handle this well?
Competitors on 4 platforms
Track this promptWhat hosting platforms can handle a sudden 10x traffic spike without manual scaling or cold start penalties?
Competitors on 4 platforms
Track this promptWhich deployment platforms have the best CLI experience for developers who prefer managing deploys from the terminal?
Competitors on 4 platforms
Track this promptWhich hosting platforms support edge functions and server-side rendering with sub-50ms cold starts globally?
Competitors on 3 platforms
Track this prompt
Track Deno daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Deno Land Inc. is a San Diego-based software company founded in 2019 by Ryan Dahl (creator of Node.js) and Bert Belder. The company develops the open-source Deno JavaScript and TypeScript runtime—built on V8 and Rust—and its commercial cloud product, Deno Deploy, a serverless platform for hosting JavaScript and TypeScript applications globally using V8 isolates. Deno's core differentiators include zero-config TypeScript support, a secure-by-default permissions model, a fully integrated toolchain, and alignment with web-standard browser APIs. Deno Deploy adds GitHub-integrated CI/CD, built-in observability via OpenTelemetry, Deno KV storage, cron scheduling, and a Subhosting API that lets third-party platforms embed Deno's multi-tenant execution infrastructure. Notable users of Deno or its subhosting layer include Slack, Netlify, and Supabase.
Deno Land Inc. produces the open-source Deno runtime and a suite of commercial cloud products centered on Deno Deploy. Deno is a modern JavaScript and TypeScript runtime built on V8 and Rust, featuring built-in TypeScript execution, a security-first permissions model, and an all-in-one toolchain. Deno Deploy is a serverless hosting platform that runs JavaScript and TypeScript in V8 isolates with GitHub-integrated builds, preview deployments, OpenTelemetry observability, Deno KV storage, cron scheduling, and support for all major JS frameworks. Deno Subhosting extends the platform for multi-tenant use cases, allowing third parties to safely execute untrusted customer JavaScript at scale. Additional products include the Fresh web framework, the JSR TypeScript-first package registry, and Deno Sandbox for running untrusted code in secure Linux VMs.
Key Facts
- Founded
- 2019
- HQ
- San Diego, CA, USA
- Founders
- Ryan Dahl, Bert Belder
- Employees
- 11-50
- Funding
- ~$30.9M
- Status
- Private
Target users
Key Capabilities10
- Zero-config TypeScript and JSX execution natively in the runtime
- Secure-by-default permissions model (file, network, and env access explicitly gated)
- V8 isolate-based serverless deployments with fast cold starts
- Built-in all-in-one toolchain: linter, formatter, test runner, compiler, doc generator
- Node.js and npm compatibility (Deno 2+), including package.json support
- Deno KV: zero-config globally distributed key-value store
- Deno Subhosting: multi-tenant API for executing untrusted third-party JavaScript
- Standalone executable compilation via deno compile (cross-platform)
- Built-in OpenTelemetry observability with auto-instrumented logs, traces, and metrics
- Cron job scheduling with dashboard monitoring
Key Use Cases8
- Deploying serverless JavaScript and TypeScript APIs and web applications
- Hosting full-stack apps built with Next.js, SvelteKit, Astro, and other modern frameworks
- Building edge-distributed applications requiring low-latency global serving
- Running untrusted third-party code securely in multi-tenant SaaS platforms (Subhosting)
- Creating single-binary CLI tools and cross-platform standalone executables
- Rapid prototyping via browser-based Playgrounds with live preview URLs
- Scheduling and monitoring background cron jobs alongside application deployments
- Migrating Node.js applications to a more secure, standards-aligned runtime
Deno customer outcomes
Months of engineering effort saved
Slack adopted the Deno runtime to power its next-generation developer platform, replacing a planned in-house runtime build. Integrating Deno saved Slack's platform engineering team months of development time and enabled faster developer onboarding.
5x faster page load speeds; 30% jump in conversion rates
Brazil's leading e-commerce frontend platform used Deno Subhosting to server-side render storefronts from the edge, achieving dramatically faster page loads and measurable revenue impact for clients such as Zee.Dog.
Netlify chose Deno to power Netlify Edge Functions, citing its performance optimization and avoidance of proprietary API lock-in, embedding Deno Subhosting infrastructure into their own product.
Recent Trend
How AI describes Deno3
The leading platforms that support edge functions and server-side rendering with global cold starts under 50 ms are Cloudflare Workers, Vercel Edge Runtime/Fluid Compute, Deno Deploy, Fastly Compute, and Netlify Edge Functions.
Which hosting platforms support edge functions and server-side rendering with sub-50ms cold starts globally?
For latency-sensitive APIs, the platforms with the lowest cold start times are Cloudflare Workers, Deno Deploy, and Vercel Edge Functions — all of which use V8 isolates and deliver effectively _zero cold starts_.
What serverless hosting platforms have the lowest cold start times for latency-sensitive API endpoints?
Deno Deploy ( `https://deno.com` ) * Architecture: V8-powered serverless isolate runtime distributed globally across multiple data centers.
What's the easiest deployment platform to get a full-stack web app live in under 10 minutes without writing any infrastructure config?
Most cited sources2
Alternatives in Deployment & Hosting Platforms6
Deno Land Inc. occupies a unique niche in the Deployment & Hosting Platforms vertical by vertically integrating its own open-source JavaScript/TypeScript runtime (Deno) with its commercial cloud product (Deno Deploy).
- Unlike Vercel or Netlify, which are framework-agnostic hosting layers built on top of Node.js infrastructure, Deno controls both the execution engine and the deployment surface, enabling tighter security sandboxing, faster cold starts via V8 isolates, and native web-standards alignment.
- Relative to Cloudflare Workers, Deno differentiates on full Node.js and npm compatibility (as of Deno 2) and a richer built-in toolchain.
- Its Subhosting API gives it an additional B2B angle—letting other platforms (e.g., Netlify, Slack) embed Deno's secure multi-tenant code-execution infrastructure—a capability with no direct equivalent among listed competitors.
Reviews
Praised
- Zero-config TypeScript support out of the box
- Secure-by-default permissions model prevents supply chain attacks
- All-in-one built-in toolchain (lint, format, test, compile)
- Web standards API alignment reduces browser-to-backend friction
- Fast V8 isolate cold starts versus Lambda/VMs
- Single binary installation simplicity
- Elegant, opinionated API design
- Active and responsive core team
Criticized
- Smaller ecosystem and community versus Node.js/npm
- Reduced Deploy region count in new version (2 vs. prior 35)
- Deno KV still in beta; not suitable as a general-purpose database
- JSR search quality and package discoverability
- Deploy Classic sunset requiring migration effort
- Queues not yet available in new Deno Deploy
- Historical dependency management complexity
- Limited support tiers below Enterprise (no SLA, no onboarding help)
Developer sentiment toward Deno and Deno Deploy is broadly positive among early adopters, particularly praising the zero-config TypeScript experience, the built-in toolchain, and the security model. The platform is frequently described as elegant and opinionated in a good way for greenfield TypeScript projects. Common criticisms include ecosystem immaturity relative to Node.js/npm, historical friction with dependency management and JSR search quality, reduced Deploy region count versus earlier versions, and gaps in documentation around advanced migration paths. Deno 2's improved Node.js compatibility has addressed some adoption blockers, with Ryan Dahl reporting that monthly active users more than doubled in the six months following Deno 2's October 2024 release.
Pricing
Deno Deploy offers four tiers. Free ($0/month): 1M requests/month, 20 GB egress, 20 apps, 1 GiB KV storage, community support only. Pro ($20/month): 5M requests (then $2/M), 200 GB egress, 100 apps, 5 GB KV storage, email support. Builder ($200/month): 20M requests (then $2/M), 300 GB egress, 100,000 apps (intended for Subhosting use cases), 10 GiB KV storage. Enterprise (custom): unlimited custom domains, 99.95% SLA, SOC 2 Type 1, DPA, dedicated Anycast IP, authenticated invocations, onboarding support, and 1-year analytics retention. Additional pay-as-you-go charges apply for CPU time ($0.05/h over included), memory-time ($0.016/GB-h), egress ($0.50/GB), KV reads ($1/M), and KV writes ($2.50/M).
Limitations
- Deno Deploy's new version currently operates in only 2 regions (down from Deploy Classic's 6 and a prior high of 35), limiting global latency optimization.
- Queues, available in Deploy Classic, are not yet supported in the new Deno Deploy.
- Deno KV remains in beta with acknowledged limitations as a general-purpose database—it is not a replacement for relational systems.
- SOC 2 Type 1 compliance and SLAs (99.95%) are restricted to Enterprise plans.
- Free and Pro tiers lack email support SLAs and onboarding assistance.
- Historically, dependency management and JSR ecosystem maturity were pain points; Deno 2 addressed many but not all of these.
- Deploy Classic is being sunsetted July 20, 2026, requiring migration.
- The broader Deno ecosystem remains smaller than Node.js/npm despite growing npm compatibility.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | ChatGPT | Perplexity | Bing Copilot | Google AI Mode | Gemini Search | Grok |
|---|---|---|---|---|---|---|
Capability0/5 cited (0%) | ||||||
I need a hosting platform that supports container-based deployments with persistent storage — which platforms handle this well? | A competitor was cited | 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 |
Which hosting platforms support edge functions and server-side rendering with sub-50ms cold starts globally? | 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 | Neither your brand nor a competitor was cited |
Which deployment platforms support per-branch environment deployments so QA can test features independently before merge? | 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 |
What hosting platforms offer built-in DDoS protection, WAF, and TLS certificate management without requiring a separate security layer? | A competitor was cited | 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 |
What deployment platforms support both static site hosting and long-running backend services in the same project? | 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 |
Developer Experience0/5 cited (0%) | ||||||
Which deployment platforms offer the best local dev-to-production parity so what works locally always works in production? | 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 |
Looking for a hosting platform that gives developers real-time deploy logs, easy environment variable management, and a clean dashboard — what are the options? | A competitor was cited | 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 |
What hosting platforms do frontend-heavy teams prefer for fast deploy cycles, instant rollbacks, and sharing preview links with designers? | 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 | Neither your brand nor a competitor was cited |
What platforms do small engineering teams use for hosting when they want zero ops overhead and a fully managed deployment experience? | 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 | Neither your brand nor a competitor was cited |
Which deployment platforms have the best CLI experience for developers who prefer managing deploys from the terminal? | A competitor was cited | 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 |
Integrations & Ecosystem0/5 cited (0%) | ||||||
What hosting platforms have the best ecosystem of one-click integrations for analytics, A/B testing, and feature flags? | 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 hosting platforms have the deepest native integration with major version control providers for automated deploys on merge? | 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 deployment platforms support custom build systems and bring-your-own CI pipeline without locking you into their build tooling? | 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 | Neither your brand nor a competitor was cited |
Looking for a hosting platform with strong integration with relational database services so backend migrations run automatically on deploy — what are my options? | 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 | Neither your brand nor a competitor was cited |
What deployment platforms integrate with distributed tracing and logging tools so you can debug production issues without switching dashboards? | 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 |
Performance & Reliability1/5 cited (20%) | ||||||
What hosting platforms can handle a sudden 10x traffic spike without manual scaling or cold start penalties? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which platforms offer the best uptime SLAs and have a strong track record for zero-downtime deployments in production? | 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 deployment platforms have the most transparent status pages and fastest incident response times when outages occur? | 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 serverless hosting platforms have the lowest cold start times for latency-sensitive API endpoints? | Your brand and a competitor were 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 | Neither your brand nor a competitor was cited |
Which deployment platforms have the best global CDN performance and lowest time-to-first-byte for a SaaS app with users in Asia and Europe? | 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 |
Setup & First Run0/5 cited (0%) | ||||||
I'm a solo developer deploying a side project — what are the best platforms that offer a generous free tier and Git-push deploys? | A competitor was cited | Neither your brand nor 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 |
What's the easiest deployment platform to get a full-stack web app live in under 10 minutes without writing any infrastructure config? | 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 | Neither your brand nor a competitor was cited |
What hosting platforms let you migrate a backend API from a PaaS with the least downtime and without rewriting configuration files? | A competitor was cited | Neither your brand nor 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 |
Which deployment platforms handle monorepo setups well so a team can deploy multiple services from a single repository? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which hosting platforms support automatic preview deployments for every pull request with zero additional configuration? | A competitor was cited | 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 |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Railway | 16.7% | 15.9% | 8.7% | 9.3% | 40.7% | #3.6 | +0.51 |
| 2 | Render | 16.7% | 20.3% | 10.7% | 0.0% | 50.7% | #5.1 | +0.65 |
| 3 | Vercel | 12.0% | 19.0% | 7.3% | 1.3% | 0.0% | #3.3 | +0.68 |
| 4 | Cloudflare | 12.0% | 14.2% | 7.3% | 2.7% | 0.0% | #4.5 | +0.61 |
| 5 | AWS Amplify | 11.3% | 11.6% | 0.7% | 0.0% | 0.0% | #4.3 | +0.39 |
| 6 | Netlify | 6.7% | 8.2% | 4.7% | 0.0% | 38.0% | #6.5 | +0.59 |
| 7 | DigitalOcean | 6.0% | 4.7% | 0.0% | 0.0% | 14.7% | #3.2 | +0.36 |
| 8 | Fly.io | 4.7% | 4.7% | 4.0% | 0.0% | 22.0% | #3.1 | +0.66 |
| 9 | Deno | 0.7% | 0.9% | 0.7% | 0.0% | 0.0% | #1.5 | +0.40 |
| 10 | coolLabs | 0.7% | 0.4% | 0.0% | 0.0% | 0.0% | #3.0 | +0.20 |
| 11 | Heroku | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 12 | Zeabur | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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