AI visibility report
AI visibility report for coolLabs in Deployment & Hosting Platforms.
Outside the top three on 22 of the 25 prompts buyers actually ask.
Railway is cited on 9 of those losses.
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coolLabs appears in another vertical
Track coolLabs 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
ChatGPT
Perplexity
Bing Copilot
Google AI Mode
Gemini Search
GrokHow to read this. coolLabs 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 coolLabs is losing
Prompts where competitors are visible and coolLabs is not.
These prompt-level losses are the first prompts to track and repair.
Where coolLabs is winning
No clear strengths identified yet.
Where coolLabs is losing5
Which deployment platforms handle monorepo setups well so a team can deploy multiple services from a single repository?
Competitors on 4 platforms
Track this promptLooking for a hosting platform that gives developers real-time deploy logs, easy environment variable management, and a clean dashboard — what are the options?
Competitors on 3 platforms
Track this promptWhat hosting platforms let you migrate a backend API from a PaaS with the least downtime and without rewriting configuration files?
Competitors on 3 platforms
Track this promptWhat hosting platforms have the best ecosystem of one-click integrations for analytics, A/B testing, and feature flags?
Competitors on 2 platforms
Track this promptLooking for a hosting platform with strong integration with relational database services so backend migrations run automatically on deploy — what are my options?
Competitors on 2 platforms
Track this prompt
Track coolLabs daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Coolify, produced by coolLabs Solutions Kft. (Hungary), is an open-source, self-hostable platform-as-a-service that lets developers deploy applications, databases, and 280+ one-click services on their own servers. Founded in 2021 by Andras Bacsai as a solo side project, it has grown to over 50,000 GitHub stars and a reported 325,000+ self-hosted users. The platform supports any Docker-compatible application, integrates with GitHub, GitLab, Bitbucket, and Gitea, and automates SSL provisioning, S3 database backups, and pull request preview deployments. It competes directly with Vercel, Heroku, Netlify, and Railway by positioning itself as a zero-vendor-lock-in alternative. Released under Apache 2.0, every feature is free in the self-hosted version, with no paywalled enterprise tiers. A lightweight managed Cloud tier starts at $5/month.
Coolify is an open-source, self-hostable PaaS for deploying web applications, databases, and 280+ one-click services on user-owned servers, providing a Heroku-style web dashboard with automated SSL, Git-based deployments, S3 database backups, multi-server management, and team collaboration — entirely free under Apache 2.0 with no features locked behind paywalls.
Key Facts
- Founded
- 2021
- HQ
- Székesfehérvár, Hungary
- Founders
- Andras Bacsai
- Employees
- 1-10
- Customers
- 3,585+ cloud; 325,000+ self-hosted (est.
- Status
- Private (bootstrapped/community-funded)
Target users
Key Capabilities10
- Open-source, self-hostable PaaS under Apache 2.0 with all features free and no paywalled tiers
- 280+ one-click service deployments including databases, CMS, analytics, and caching tools
- Git-based push-to-deploy supporting GitHub, GitLab, Bitbucket, and Gitea
- Automatic SSL certificate provisioning and renewal via Let's Encrypt for custom domains
- S3-compatible automated database backups with one-click restore
- Multi-server management from a single dashboard via SSH
- Docker Swarm cluster support for horizontal scaling
- Pull request preview deployments for rapid code review
- Real-time browser-based terminal for server management without leaving the dashboard
- REST API and CLI tool for deployment automation and AI assistant integration
Key Use Cases7
- Self-hosted application deployment on any VPS, bare metal, or Raspberry Pi
- Managed database deployment (PostgreSQL, MySQL, MongoDB, Redis, MariaDB) on own infrastructure
- Pull request preview environments for faster team code review
- Cost-efficient Heroku/Vercel/Netlify replacement for startups and indie developers
- One-click deployment of open-source tools (analytics, CMS, monitoring) via service templates
- Multi-server infrastructure management from a unified web dashboard
- Privacy-first and GDPR-compliant deployments on EU-owned infrastructure
Recent Trend
How AI describes coolLabs
No concise AI response excerpt is available for this brand yet.
Most cited sources
No cited source mix is available for this brand yet.
Alternatives in Deployment & Hosting Platforms6
Coolify occupies a distinct bring-your-own-server niche within the deployment and hosting platform market.
- Unlike fully managed PaaS offerings such as Vercel, Heroku, Railway, or Render, Coolify requires users to supply their own server infrastructure (VPS, bare metal, Raspberry Pi) while handling container orchestration, SSL, Git-based deployments, and database management.
- Its primary differentiators are radical cost reduction versus per-dyno SaaS pricing, zero vendor lock-in, and 100% open-source transparency under Apache 2.0 with no features paywalled.
- It deliberately declined VC investment, sustaining itself through community sponsorships and a lean managed-cloud tier, appealing most strongly to cost-conscious developers, indie hackers, and privacy-first engineering teams.
Reviews
Praised
- Easy and fast initial setup
- Clean, intuitive web UI
- One-click service and database deployments
- Automatic SSL certificate management
- No vendor lock-in or surprise bills
- Significant cost savings vs managed PaaS
- Active, responsive development and community
- Full open-source transparency under Apache 2.0
Criticized
- Immature or missing backup options
- Documentation gaps for advanced configurations
- Friction with remote Docker engine management
- Limited advanced port mapping support
- Still in beta (v4); occasional instability
- No built-in observability (analytics, error tracking, uptime monitoring)
On Product Hunt, Coolify holds a perfect 5.0/5 score across 37 reviews. Users consistently praise fast and frictionless setup, a clean and intuitive UI, one-click service and database deployments, automatic SSL, and significant cost savings versus managed PaaS alternatives. Several users cite it as the practical successor to Heroku's free tier. Primary criticisms center on immature backup options, documentation gaps for advanced use cases, friction around remote Docker configurations, and limited port mapping flexibility. Reviewers note steady, active development and a responsive community as mitigating factors for current gaps.
Pricing
Self-hosted version is permanently free under the Apache 2.0 open-source license; all features are included with no restrictions or paywalls. The Coolify Cloud managed tier (where coolLabs hosts the Coolify control plane) starts at $5/month (monthly) or ~$4/month (annual, saving ~20%), which includes connections to 2 servers; each additional server costs $3/month. Users must supply and pay separately for their own application servers from any cloud provider. There is no enterprise pricing tier; feature parity is maintained between self-hosted and cloud.
Limitations
- Kubernetes is not yet supported; only single-server and Docker Swarm deployments are available.
- No built-in web analytics, error tracking, session replay, or uptime monitoring — these must be added via third-party services, adding potential cost.
- The platform remains in v4 beta (v4.0.0-beta as of early 2026) with a future v5 rewrite milestone carrying no public timeline or assigned issues.
- No formal compliance certifications (SOC 2, ISO 27001) are held, as Coolify is a self-managed deployment tool rather than a certified managed service.
- Users must supply and pay for their own server infrastructure separately.
- Documentation has been cited by users as thin for advanced configurations.
- Advanced port mapping for certain services requires manual workarounds.
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%) | ||||||
What deployment platforms support both static site hosting and long-running backend services in the same project? | ||||||
I need a hosting platform that supports container-based deployments with persistent storage — which platforms handle this well? | ||||||
Which hosting platforms support edge functions and server-side rendering with sub-50ms cold starts globally? | ||||||
Which deployment platforms support per-branch environment deployments so QA can test features independently before merge? | ||||||
What hosting platforms offer built-in DDoS protection, WAF, and TLS certificate management without requiring a separate security layer? | ||||||
Developer Experience0/5 cited (0%) | ||||||
Looking for a hosting platform that gives developers real-time deploy logs, easy environment variable management, and a clean dashboard — what are the options? | ||||||
What platforms do small engineering teams use for hosting when they want zero ops overhead and a fully managed deployment experience? | ||||||
What hosting platforms do frontend-heavy teams prefer for fast deploy cycles, instant rollbacks, and sharing preview links with designers? | ||||||
Which deployment platforms offer the best local dev-to-production parity so what works locally always works in production? | ||||||
Which deployment platforms have the best CLI experience for developers who prefer managing deploys from the terminal? | ||||||
Integrations & Ecosystem0/5 cited (0%) | ||||||
Which deployment platforms support custom build systems and bring-your-own CI pipeline without locking you into their build tooling? | ||||||
What hosting platforms have the best ecosystem of one-click integrations for analytics, A/B testing, and feature flags? | ||||||
Looking for a hosting platform with strong integration with relational database services so backend migrations run automatically on deploy — what are my options? | ||||||
Which hosting platforms have the deepest native integration with major version control providers for automated deploys on merge? | ||||||
What deployment platforms integrate with distributed tracing and logging tools so you can debug production issues without switching dashboards? | ||||||
Performance & Reliability0/5 cited (0%) | ||||||
Which platforms offer the best uptime SLAs and have a strong track record for zero-downtime deployments in production? | ||||||
Which deployment platforms have the most transparent status pages and fastest incident response times when outages occur? | ||||||
What serverless hosting platforms have the lowest cold start times for latency-sensitive API endpoints? | ||||||
What hosting platforms can handle a sudden 10x traffic spike without manual scaling or cold start penalties? | ||||||
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? | ||||||
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? | ||||||
Which deployment platforms handle monorepo setups well so a team can deploy multiple services from a single repository? | ||||||
What's the easiest deployment platform to get a full-stack web app live in under 10 minutes without writing any infrastructure config? | ||||||
What hosting platforms let you migrate a backend API from a PaaS with the least downtime and without rewriting configuration files? | ||||||
Which hosting platforms support automatic preview deployments for every pull request with zero additional configuration? | ||||||
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Render | 14.0% | 19.3% | 4.7% | 0.7% | 13.3% | #7.5 | +0.54 |
| 2 | Railway | 13.3% | 20.3% | 5.3% | 6.7% | 12.7% | #4.7 | +0.48 |
| 3 | Vercel | 13.3% | 21.8% | 5.3% | 0.7% | 12.7% | #7.4 | +0.54 |
| 4 | Netlify | 10.7% | 11.2% | 2.0% | 2.7% | 10.7% | #7.8 | +0.56 |
| 5 | Fly.io | 8.7% | 10.2% | 3.3% | 0.0% | 7.3% | #11.5 | +0.53 |
| 6 | DigitalOcean | 6.0% | 8.6% | 0.7% | 0.0% | 6.0% | #12.8 | +0.50 |
| 7 | Cloudflare | 5.3% | 4.6% | 0.7% | 0.0% | 5.3% | #8.0 | +0.50 |
| 8 | AWS Amplify | 3.3% | 3.0% | 0.0% | 0.0% | 2.7% | #17.0 | +0.40 |
| 9 | Heroku | 1.3% | 1.0% | 0.0% | 0.0% | 1.3% | #18.5 | +0.50 |
| 10 | coolLabs | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 11 | Deno | 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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