AI visibility report
Deno Deploy ranks #10 in Cloud Infrastructure & PaaS AI search.
Outside the top three on 25 of the 25 prompts buyers actually ask.
Northflank is cited on 17 of those losses.
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Also benchmarked
Deno Deploy appears in 2 other verticals
Track Deno Deploy across these prompts daily.
Start free trial#10 among 12 vendors · still absent from 99.3% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Grok
Google AI Mode
Gemini Search
Perplexity
Bing Copilot
ChatGPTHow to read this. Deno Deploy appears in 0.7% of tracked prompt responses and ranks #10 among 12 vendors. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Deno Deploy is losing
Prompts where competitors are visible and Deno Deploy is not.
These prompt-level losses are the first prompts to track and repair.
Where Deno Deploy is winning
No clear strengths identified yet.
Where Deno Deploy is losing5
Which developer PaaS platforms make multi-region deployments and global distribution straightforward to configure?
Competitors on 6 platforms
Track this promptWhich cloud hosting platforms have the best ecosystem of one-click add-ons for databases, queues, and caches?
Competitors on 4 platforms
Track this promptWhich PaaS platforms integrate most smoothly with observability stacks — piping logs and metrics to your own tools without friction?
Competitors on 4 platforms
Track this promptWhich PaaS platforms offer the best deploy-from-git workflow with preview environments that actually work well in practice?
Competitors on 4 platforms
Track this promptWhat serverless and edge hosting platforms offer persistent storage options for stateful applications?
Competitors on 4 platforms
Track this prompt
Track Deno Deploy daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Deno Deploy is a serverless hosting platform from Deno Land Inc. designed specifically for JavaScript and TypeScript applications. Built on the open-source Deno 2 runtime—which runs on the V8 JavaScript engine and Rust—it executes code in lightweight V8 isolates that offer faster cold starts than traditional Lambda functions or containers. The platform provides GitHub-integrated CI/CD with automatic preview deployments, a built-in distributed key-value store (Deno KV), OpenTelemetry-native observability, cron scheduling, CDN caching, and browser-based playgrounds. It supports a broad ecosystem of JS frameworks including Next.js, SvelteKit, Astro, and Fresh, with full Node.js and npm compatibility. A Subhosting API enables SaaS vendors to embed multi-tenant code execution. The platform is ISO/IEC 27001:2022 certified and SOC 2 Type II attested, processing over 10 billion requests monthly.
Deno Deploy is a managed serverless platform for running JavaScript and TypeScript applications built on the open-source Deno 2 runtime, offering V8-isolate-based execution, full Node/npm compatibility, GitHub CI/CD integration, built-in Deno KV storage, OpenTelemetry observability, cron scheduling, and a Subhosting API for multi-tenant SaaS platforms.
Key Facts
- Founded
- 2019
- HQ
- San Diego, CA, USA
- Founders
- Ryan Dahl, Bert Belder
- Employees
- ~42
- Funding
- $25.9M
- Status
- Private
Target users
Key Capabilities10
- V8 isolate-based serverless execution with sub-millisecond cold starts
- Full Node.js and npm compatibility on the Deno 2 runtime
- Native TypeScript support with no configuration required
- GitHub-integrated CI/CD with automatic preview deployments per pull request
- Built-in Deno KV distributed key-value store with multi-region replication
- Auto-instrumented OpenTelemetry observability (logs, traces, metrics) with dashboard and external export
- Cron job scheduling defined in code and monitored from dashboard
- HTTP edge caching and Web Cache API with sub-millisecond read latency
- Deno Subhosting API for secure multi-tenant user-code execution
- Self-hostable option via deployd daemon on your own cloud infrastructure
Key Use Cases7
- Deploying JavaScript and TypeScript web applications and APIs serverlessly
- Hosting SSR, SSG, ISR, and PPR applications across major JS frameworks
- Running multi-tenant user-submitted code securely via Subhosting (SaaS platforms)
- Building and serving edge functions with global low-latency distribution
- Scheduled background jobs and cron task execution
- Real-time streaming applications leveraging web-standard APIs
- Rapid prototyping via browser-based playgrounds with instant live previews
Deno Deploy customer outcomes
255M requests/day; 22K new Edge Functions deployed/day
Netlify used Deno Subhosting to build and launch its Edge Functions product in weeks rather than months, handling billions of requests monthly for hundreds of customers including Fortune 500 companies.
5x faster page load speeds; 30% jump in conversion rates
Brazil's leading ecommerce frontend platform used Deno Subhosting to serve client storefronts from the edge, achieving dramatically faster page loads and meaningfully higher conversion rates for clients such as Zee.Dog.
Slack integrated the Deno runtime into its next-generation developer platform to provide a secure, TypeScript-native development experience, saving significant internal engineering effort versus building a custom runtime in-house.
Recent Trend
How AI describes Deno Deploy3
...Edge Compute Providers: For latency-sensitive apps, use edge platforms like Cloudflare Workers , Vercel Edge , or Deno Deploy . 4. Specialized Data/AI Platforms: If the issue is data-intensive processing, consider migrating data services to...
Which edge compute platforms handle the database query latency problem best when the database isn't globally distributed?
Edge Runtimes in 2026: Cloudflare Workers vs Deno Deploy vs Vercel | AllDevToolsHub Log | AllDevToolsHub Supports: * Short request/response (Workers) * Background jobs (Queues, Durable Objects) * Distributed state (Durable Objects)...
Which serverless and edge compute platforms support long-running background jobs alongside short request-response workloads?
Fastest platforms for your use case: Cloudflare Workers (with Durable Objects), Deno Deploy, and Fly.io are the fastest ways to run a full‑stack app with background workers and an in‑memory cache.
Which serverless hosting platforms can get a full-stack app with background workers and an in-memory cache running the fastest?
Most cited sources3
Alternatives in Cloud Infrastructure & PaaS6
Deno Deploy positions itself as the natural serverless deployment platform for JavaScript and TypeScript developers who value open web standards, TypeScript-first development, and freedom from proprietary vendor lock-in.
- Unlike Vercel (which is tightly coupled to Next.js and Vercel-specific APIs) or Cloudflare Workers (which uses a proprietary workerd runtime), Deno Deploy runs on the open-source Deno 2 runtime, built on V8 and Rust, with first-class support for Node.js and npm compatibility.
- Its Subhosting product targets SaaS platforms needing to run multi-tenant untrusted JavaScript securely.
- The platform also differentiates via built-in OpenTelemetry observability, browser-based playgrounds, and a self-hostable option (deployd) for enterprise compliance.
Reviews
Praised
- Zero-config TypeScript support out of the box
- Fast cold starts via V8 isolate model
- Open web standards — no proprietary API lock-in
- Excellent developer experience and CLI tooling
- Tight integration with Deno runtime ecosystem
- Built-in OpenTelemetry observability
- Generous free tier for personal projects
Criticized
- Only 2 compute regions in new platform (down from 6 in Classic)
- Stateless isolate model complicates persistent-connection patterns (e.g., Redis pooling)
- Deploy Classic sunset forcing migration burden on existing users
- No queue support in new Deno Deploy (present in Classic)
- JavaScript/TypeScript only — no multi-language support
- Enterprise SLA and compliance features gated behind custom pricing
No verified third-party review platform scores with sufficient review volume were found for Deno Deploy specifically. Community developer sentiment sourced from blog posts and developer forums is generally positive regarding developer experience, TypeScript support, and fast cold starts. Common praise includes the zero-config TypeScript workflow, web-standard API alignment, and tight integration with the Deno runtime ecosystem. Noted criticisms from the developer community include the limited number of compute regions, challenges with stateful/persistent-connection patterns under the isolate model, and the disruption caused by the Deploy Classic-to-new-Deploy migration.
Pricing
Deno Deploy offers four tiers. Free ($0/month): 1M requests/month, 20GB egress, 1M KV read units, 20 apps, community support only. Pro ($20/month): 5M requests (then $2/M), 200GB egress (then $0.50/GB), 40h CPU time, 100 apps, email support, wildcard subdomains. Builder ($200/month): 20M requests (then $2/M), 300GB egress, 100K apps, 200 deploys/hour, designed for Subhosting and multi-tenant platforms. Enterprise (custom): unlimited custom domains, dedicated Anycast IP, authenticated invocations, 99.95% SLA, SOC 2 Type I, DPA, onboarding support. Overage pricing applies at Pro and above ($0.05/CPU-hour, $0.016/GB-h memory-time, $0.20/GiB-month volume storage).
Limitations
- Deno Deploy currently operates across only 2 compute regions in its new platform (down from 6 in Deploy Classic), which is significantly fewer than Cloudflare Workers' global PoP network.
- The stateless V8 isolate model creates new connection overhead per request, making persistent connection patterns (e.g., Redis connection pooling) operationally awkward.
- Queue/message-queue support available in Deploy Classic is not yet present in the new Deno Deploy platform.
- Deploy Classic is being sunset on July 20, 2026, creating a migration burden for existing users.
- The platform is JavaScript/TypeScript-only and does not support other runtimes or languages.
- Enterprise features such as deploying within your own cloud and customizable runtime environments are listed as 'coming soon' as of early 2026.
- Reliability SLA (99.95%) and DPA/SOC2 compliance are limited to Enterprise plan customers only.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Google AI Mode | Gemini Search | Perplexity | Bing Copilot | ChatGPT | Grok |
|---|---|---|---|---|---|---|
Capability1/5 cited (20%) | ||||||
Which developer PaaS platforms make multi-region deployments and global distribution straightforward to configure? | 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 cloud hosting platforms support GPU workloads or AI inference tasks beyond standard web app traffic? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
For which workload types do PaaS platforms fall short — and what platforms or hyperscalers should I switch to at that point? | 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 |
Which serverless and edge compute platforms support long-running background jobs alongside short request-response workloads? | 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 | Your brand and a competitor were cited |
What serverless and edge hosting platforms offer persistent storage options for stateful applications? | 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 | A competitor was cited |
Developer Experience0/5 cited (0%) | ||||||
What PaaS platforms have the lowest learning curve for onboarding new developers compared to raw cloud provider consoles? | 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 developer-focused cloud platforms handle instant rollbacks best when a bad deploy hits production? | 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 | A competitor was cited |
Which PaaS platforms offer the best deploy-from-git workflow with preview environments that actually work well in practice? | 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 PaaS platforms handle environment variable management across staging and production most cleanly for developer teams? | 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 | A competitor was cited |
Which cloud hosting platforms give the best local development experience that actually mirrors the production environment? | 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 | A competitor was cited |
Integrations & Ecosystem0/5 cited (0%) | ||||||
Which cloud hosting platforms have the best ecosystem of one-click add-ons for databases, queues, and caches? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Looking for a developer PaaS with low vendor lock-in and straightforward migration paths — which platforms are worth evaluating? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which PaaS platforms integrate most smoothly with observability stacks — piping logs and metrics to your own tools without friction? | 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 |
Which developer PaaS platforms support full IaC management so you're not locked into their CLI and dashboard? | 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 serverless hosting platforms handle webhooks and third-party integrations best for event-driven architectures? | 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 | A competitor was cited |
Performance & Reliability0/5 cited (0%) | ||||||
At what scale does a developer PaaS become uneconomical — which platforms stay cost-competitive the longest before you need to go raw cloud? | 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 | A competitor was cited |
Which PaaS platforms scale best under sudden viral traffic spikes without manual intervention? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
What SLAs and uptime guarantees do developer-focused cloud platforms offer — which ones compete closest to the major hyperscalers? | 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 | A competitor was cited |
Which serverless platforms have best solved the cold start problem for latency-sensitive APIs? | 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 | A competitor was cited |
Which edge compute platforms handle the database query latency problem best when the database isn't globally distributed? | 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 |
Setup & First Run0/5 cited (0%) | ||||||
What are the best developer-friendly PaaS platforms for a startup's first production deployment? | 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 serverless hosting platforms can get a full-stack app with background workers and an in-memory cache running the fastest? | 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 | A competitor was cited |
Which edge compute platforms handle custom domain setup and automatic SSL provisioning most smoothly compared to traditional cloud hosting? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which PaaS platforms support zero-downtime deploys for a Node.js app with a relational database from day one? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
I'm migrating a containerized monolith off a VPS — which modern cloud hosting platforms make that transition easiest? | 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 |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Northflank | 32.7% | 16.6% | 0.7% | 32.7% | 30.7% | #21.2 | +0.26 |
| 2 | Railway | 24.0% | 10.2% | 0.0% | 21.3% | 54.0% | #12.6 | +0.38 |
| 3 | Vercel | 20.0% | 14.2% | 10.7% | 4.0% | 67.3% | #41.8 | +0.36 |
| 4 | DigitalOcean | 19.3% | 9.6% | 1.3% | 1.3% | 35.3% | #26.9 | +0.22 |
| 5 | Render | 19.3% | 12.2% | 8.0% | 0.7% | 61.3% | #32.2 | +0.32 |
| 6 | Cloudflare | 12.0% | 10.5% | 8.7% | 4.7% | 33.3% | #26.3 | +0.40 |
| 7 | Fly.io | 12.0% | 13.4% | 10.0% | 2.0% | 54.7% | #40.3 | +0.44 |
| 8 | Heroku | 8.0% | 6.6% | 5.3% | 4.7% | 48.0% | #38.6 | +0.36 |
| 9 | Netlify | 4.7% | 6.3% | 3.3% | 2.7% | 28.7% | #59.1 | +0.51 |
| 10 | Deno Deploy | 0.7% | 0.5% | 0.0% | 0.7% | 6.7% | #62.3 | +0.00 |
| 11 | AWS Amplify | 0.0% | 0.0% | 0.0% | 0.0% | 0.7% | — | — |
| 12 | Coolify | 0.0% | 0.0% | 0.0% | 0.0% | 9.3% | — | — |
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