AI visibility report
AI visibility report for Heroku in Deployment & Hosting Platforms.
Outside the top three on 25 of the 25 prompts buyers actually ask.
Vercel is cited on 15 of those losses.
Free trial. Setup comes pre-filled for Heroku.
Also benchmarked
Heroku appears in another vertical
Track Heroku 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. Heroku 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 Heroku is losing
Prompts where competitors are visible and Heroku is not.
These prompt-level losses are the first prompts to track and repair.
Where Heroku is winning
No clear strengths identified yet.
Where Heroku 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 Heroku daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Heroku is a fully managed cloud application platform (PaaS) owned by Salesforce, founded in 2007 and acquired in 2010 for $212 million. It enables developers and teams to build, deploy, and scale applications without managing underlying infrastructure, using a git-based workflow and dyno container model. Heroku supports nine officially backed languages—Node.js, Ruby, Python, Java, PHP, Go, Scala, Clojure, and .NET—plus hundreds of community buildpacks. Its product suite spans the Heroku Platform (Cedar and Kubernetes-powered Fir runtimes), Heroku Managed Inference and Agents for AI application development, fully managed data services (Postgres, Redis, Kafka), and Heroku Enterprise with compliance-ready Private Spaces and Shield tiers. More than 65 million apps have been deployed on Heroku, serving over 65 billion requests daily.
Heroku is a Salesforce-owned platform-as-a-service (PaaS) that provides a fully managed environment for building, deploying, and scaling cloud applications. Its core runtime uses 'dynos'—isolated containers—available on both the legacy Cedar stack and the newer Kubernetes-powered Fir generation. The platform includes managed PostgreSQL, Redis, and Kafka data services; a Heroku AI layer with managed LLM inference and Model Context Protocol server hosting; and an Elements Marketplace of 150+ add-ons. Enterprise capabilities include network-isolated Private Spaces, Heroku Shield for regulated industries, SSO, and Heroku Connect for Salesforce CRM data synchronization.
Key Facts
- Founded
- 2007
- HQ
- San Francisco, CA, USA
- Founders
- James Lindenbaum, Adam Wiggins, Orion Henry
- Employees
- ~300 (Heroku unit; parent Salesforce ~70,000+)
- Funding
- $13M pre-acquisition; acquired for ~$212
- Customers
- 65M+ apps deployed (cumulative, per Sale
- Status
- Salesforce Subsidiary (Parent: NYSE: CRM)
Target users
Key Capabilities10
- Dyno-based managed container runtime (Cedar and Kubernetes-powered Fir generations)
- Git and GitHub-integrated deployments with one-command push (git push heroku main)
- Polyglot platform supporting Node.js, Ruby, Python, Java, PHP, Go, Scala, Clojure, and .NET
- Fully managed data services: Heroku Postgres, Key-Value Store (Redis), Apache Kafka
- Heroku AI: Managed Inference and Agents with LLM/embedding/image model access and MCP server hosting
- Heroku Elements Marketplace with 150+ add-ons and 380+ buildpacks
- Continuous delivery via Heroku Flow with review apps, pipelines, and zero-downtime preboot deploys
- Autoscaling, app metrics, threshold alerting, and fast rollback
- Heroku Enterprise: Private Spaces (network-isolated environments), SSO, team access controls
- Heroku Shield: HIPAA- and PCI-compliant tier for regulated industries
Key Use Cases8
- Rapid prototyping and MVP deployment without infrastructure setup
- Full-stack web application hosting (backend APIs, workers, and databases)
- Salesforce-integrated custom application development (via Heroku Connect)
- Compliance-sensitive applications in healthcare, fintech, and life sciences (Heroku Shield)
- AI-powered application and agent deployment (Heroku Managed Inference and Agents)
- Startup and scale-up app delivery with minimal DevOps overhead
- Enterprise internal tooling with SSO, team governance, and audit controls
- Event-driven and real-time data processing with managed Kafka
Heroku customer outcomes
800 requests/second peak load with 12-person team and zero dedicated DevOps
A 12-person team building AI-powered enterprise automation deployed their full stack (Django, React, Postgres, Redis, background workers) on Heroku, achieving PCI compliance with Heroku Shield and eliminating the need for a dedicated DevOps hire.
Recent Trend
How AI describes Heroku3
Self-Hosted Deployment Tools Compared (2026) | Haloy | Docker Compose parity, Git integration, one-click templates | Teams wanting Heroku-like parity but self-hosted | UI can add overhead | | Dokku haloy.devhaloy.dev.
Which deployment platforms offer the best local dev-to-production parity so what works locally always works in production?
Legacy options: Heroku pioneered “Review Apps,” but it’s now in sustaining‑engineering mode and less recommended for new projects blog.railway.comblog.railway.com.
Which hosting platforms support automatic preview deployments for every pull request with zero additional configuration?
Heroku / Render / Railway (PaaS) : These platforms natively recognize build and release phases.
Which hosting platforms have the deepest native integration with major version control providers for automated deploys on merge?
Most cited sources
No cited source mix is available for this brand yet.
Alternatives in Deployment & Hosting Platforms6
Heroku positions itself as the 'fastest path from idea to production'—a fully managed AI PaaS that eliminates infrastructure toil while preserving developer control.
- It differentiates on depth of Salesforce/CRM ecosystem integration (via Heroku Connect), compliance-ready tiers (Heroku Shield for HIPAA/PCI), polyglot breadth (9+ officially supported languages), and a mature 150+ add-on marketplace accumulated over 15+ years.
- Compared to Render and Railway, Heroku targets larger teams and enterprises with stronger compliance and SSO requirements.
- Compared to Vercel and Netlify, Heroku is backend/full-stack-centric rather than frontend/JAMstack-focused.
- As of early 2026, Heroku has publicly shifted to a 'Sustaining Engineering model' prioritizing stability and security over rapid new feature delivery, and is no longer offering Enterprise Account contracts to new customers—a signal of reduced growth ambition relative to aggressively expanding rivals.
Reviews
Praised
- Simple git-push deployment workflow
- Fast onboarding and minimal setup time
- Strong GitHub integration and review apps
- Managed Postgres and Redis reliability
- Useful app metrics and autoscaling alerts
- Compliance-ready Shield tier for regulated industries
- Heroku Elements Marketplace breadth
- Reduces DevOps overhead for small teams
Criticized
- Pricing escalates quickly at scale
- No free tier since August 2022
- Eco dyno sleep mode unsuitable for production
- Strict billing enforcement with risk of irreversible account deletion
- Slowed feature development post-Salesforce acquisition
- Fir generation migration complexity (no classic buildpacks or monorepo)
- Limited global region options
- Customer support quality inconsistency
Heroku earns broadly positive marks for ease of use, deployment simplicity, and developer experience—particularly praised for reducing infrastructure overhead and enabling small teams to operate at enterprise scale. Reviewers on G2 (4.3/5, 112 reviews), PeerSpot (8.4/10, 29 reviews), and TrustRadius (multiple Top Rated awards, 178 feature ratings) consistently highlight fast onboarding, Git/GitHub integration, and reliable managed data services. Common criticisms center on pricing escalation at scale, the removal of the free tier, strict billing enforcement (account deletion risk on missed payments), and a perception among some long-term users that product innovation has slowed since Salesforce's acquisition—a dynamic formalized in Heroku's February 2026 shift to a 'Sustaining Engineering model.'
Pricing
No free tier. Dynos (Cedar) start at $5/month (Eco, sleeps after inactivity) and $7/month (Basic, always-on), scaling to Standard-1X at $25/month (0.5 GB RAM), Standard-2X at $50/month (1 GB RAM), Performance-M at $250/month (2.5 GB, dedicated), Performance-L at $500/month (14 GB), Performance-XL at $750/month (62 GB), and Performance-2XL at $1,500/month (126 GB). Fir (Kubernetes) dynos are available in Private Spaces only, from $25/month (1 vCPU, 0.5 GB) to $2,400/month (32 vCPU, 64 GB Compute tier). Private Space dynos add network isolation; Shield dynos add HIPAA/PCI compliance and carry a price premium (~20%). Heroku Postgres ranges from $5/month (Essential-0, 1 GB, shared) to $34,000/month (Shield-10, 1 TB, 8 TB disk). Heroku Key-Value Store starts at $3/month (Mini). Apache Kafka starts at $100/month (Basic). Heroku AI is pay-per-token (e.g., Claude 3 Haiku at $0.25/$1.25 per 1M input/output tokens). Enterprise pricing requires contacting sales.
Limitations
- No free tier since August 2022.
- Eco dynos ($5/month) sleep after 30 minutes of inactivity, unsuitable for production.
- Costs escalate significantly at scale, widely cited by reviewers as more expensive than self-managed or competing PaaS alternatives.
- The new Fir generation (Kubernetes-based) does not support classic Cedar buildpacks, heroku.yml container stack, or monorepo deployments, requiring migration effort.
- Fir currently uses ARM (Graviton) processors only.
- As of February 2026, Heroku has transitioned to a 'Sustaining Engineering model' focused on stability rather than new feature delivery, and no longer offers Enterprise Account contracts to new customers.
- Billing enforcement is strict—missed payments can trigger account and app deletion with limited recovery path.
- Limited global region options compared to hyperscale cloud providers.
- Debugging and support quality have been criticized by a subset of reviewers post-Salesforce acquisition.
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 & Reliability0/5 cited (0%) | ||||||
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? | 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 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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