# Kratix AI visibility in Internal Developer Platforms

Canonical: https://devtune.ai/verticals/internal-developer-platforms/kratix

[Website](https://www.kratix.io/)

Updated: 2026-09-28T01:21:06.040058+00:00
Prompts: 25
Runs: 6


## Platforms

- google-ai-mode
- chatgpt-search
- perplexity
- bing-copilot-search
- google-ai
- xai-search

Rank: 9
Total brands: 11
Measured responses: 150
Presence percent: 0
Share of voice percent: 0
Average position: Not available
Docs presence percent: 0
Blog presence percent: 0
Brand mention percent: 0


## Profile

Overview: Syntasso is a UK-based startup founded in 2021 that created Kratix, an open-source framework for building composable internal developer platforms (IDPs). At Kratix's core is the 'Promise' abstraction—Kubernetes-native, reusable service contracts that enable platform teams to expose everything-as-a-service (XaaS) with embedded governance, compliance, and automated lifecycle management. Syntasso offers two products: the Apache 2.0 open-source Kratix framework and Syntasso Kratix Enterprise (SKE), which adds fully supported Backstage and Terraform Enterprise integrations, enterprise security, RBAC, and fleet-wide management. Kratix is designed to sit as an orchestration engine beneath developer portals, enabling organisations to build self-service IDPs tailored to their specific tooling, workflows, and regulatory requirements without vendor lock-in or rip-and-replace migrations.
Product summary: Kratix is an open-source, Kubernetes-native platform engineering framework created by Syntasso that enables platform teams to build composable internal developer platforms using reusable 'Promises'—self-service API contracts that automate the full lifecycle of infrastructure and services with embedded governance and policy workflows. Syntasso Kratix Enterprise (SKE) extends Kratix with enterprise-grade integrations, security, and support for production-scale deployments.


### Key capabilities

- Promise-based self-service API abstraction for 'everything-as-a-service' (XaaS)
- Automated Workflows that codify governance, compliance, and policy as code
- Multi-cluster fleet management with continuous reconciliation and drift prevention
- Kubernetes-native architecture using CRDs and GitOps delivery
- Marketplace of pre-built Promises (Redis, S3, Jenkins, PostgreSQL, and more)
- Compound Promises for composing golden paths from modular service components
- Inner-source / platform co-creation model enabling cross-team contribution
- Enterprise-grade supply chain security (secure base images, SBOMs, nightly scans) in SKE
- Fully supported Backstage and Terraform Enterprise integrations in SKE
- Kratix CLI and Go/Python SDKs for Promise authoring and testing



### Target users

- Platform engineers and platform teams building and maintaining internal developer platforms
- DevOps and SRE teams managing multi-cluster Kubernetes environments
- Enterprise architects in regulated industries (financial services, banking) requiring governance-as-code
- Engineering leaders seeking to eliminate TicketOps and enable developer self-service
- Organisations with existing Backstage or Terraform investments seeking to add orchestration
- Professional services firms and systems integrators delivering IDP implementations (Integrator tier)



### Key use cases

- Eliminating TicketOps by replacing manual provisioning tickets with self-service Promise APIs
- Upgrading Backstage from a static developer portal to a fully operational IDP with live orchestration
- Taming Terraform sprawl by wrapping IaC modules in governed, versioned Kratix Promises
- Multi-cluster fleet management for consistent policy enforcement across hybrid and cloud estates
- Building golden paths via Compound Promises for developer day-one onboarding
- Enabling inner-source contribution so database, networking, and security specialists can author platform capabilities
- Delivering enterprise AI governance by wrapping AI tooling and guardrails as Kratix Promises

Integrations ecosystem: Kratix integrates natively with Backstage (fully supported in SKE enterprise tier) as the portal layer above Kratix's orchestration engine. Terraform Enterprise (TFE) and HCP Terraform integration is available in SKE for IaC management at scale. Crossplane is a documented complementary integration for infrastructure provisioning. GitOps tooling including Flux is used as the state-store delivery mechanism. Port and Cortex are listed as portal integrations via Kratix Promises. The Kratix Marketplace provides pre-built Promises for Redis, Amazon S3, Jenkins, cert-manager, and PostgreSQL. SDKs are available in Go and Python for custom Promise workflow authoring. Enterprise roadmap includes integrations with Jira, ServiceNow, and Slack for approval workflows. SKE is available on Google Cloud Marketplace (launched April 2025). Helm charts are provided for deployment.
Pricing summary: Kratix is available under three tiers. The Open-Source tier is free (Apache 2.0 license) and includes the core Kratix framework, community Slack support, continuous updates, and the Marketplace of Promises. The Enterprise tier (Syntasso Kratix Enterprise / SKE) is contact-sales only with undisclosed pricing; it adds fully supported Backstage integration, Terraform Enterprise (TFE) and HCP integration, business-hours support, onboarding and training, secure base images with SBOMs and nightly security scans, and roadmap input. The Integrator tier is also contact-sales for partners and resellers, adding specialised support, partner events access, and a dedicated partnership account manager. SKE is additionally available for procurement via Google Cloud Marketplace.
Review summary: No verified user reviews were found on G2, Gartner Peer Insights, or other major review platforms as of April 2026—G2 lists zero reviews for Syntasso Kratix Enterprise. Public sentiment is largely available through conference talks and vendor-published case studies. Practitioners who have publicly commented (notably at KubeCon) highlight Kratix's flexibility and Kubernetes-native design as strengths, while complexity for teams without deep Kubernetes expertise is an implicit barrier referenced in community discussions.
Competitive positioning: Syntasso positions Kratix as a Kubernetes-native 'platform orchestrator' and open-source framework that sits beneath developer portals (like Backstage or Port) rather than competing head-on with them. The core differentiator is the 'Promise' abstraction—reusable, versioned service contracts that encode governance, workflows, and infrastructure into self-service APIs. Unlike opinionated IDP SaaS platforms, Kratix is explicitly framework-first: no forced patterns, no rip-and-replace of existing tooling. It targets regulated enterprise environments (financial services, healthcare) that require strict governance and multi-cluster fleet management while preserving inner-source co-creation of platform capabilities. Syntasso also promotes 'Platform Democracy'—a federated contribution model—as a concept it claims to pioneer.
Limitations: Kratix is Kubernetes-native by design, which requires significant Kubernetes expertise from platform teams—limiting appeal to organisations not already operating on Kubernetes. The open-source core has ~742 GitHub stars and a small contributor community relative to more established CNCF projects, indicating limited community breadth. Enterprise features (Backstage integration, Terraform TFE, secure base images) are gated behind the paid SKE tier with undisclosed, contact-required pricing. The company is small (~13–20 employees), which may constrain enterprise support coverage and roadmap velocity. There are zero verifiable user reviews on G2 or Gartner Peer Insights as of April 2026, making third-party validation difficult. Brand visibility is low (ranked last in the DevTune IDP vertical). Jira, ServiceNow, and Slack integrations were listed as 'under development' in SKE documentation.


### Source urls

- https://www.kratix.io/
- https://docs.kratix.io/
- https://docs.kratix.io/ske
- https://www.syntasso.io/pricing
- https://www.syntasso.io/about-us
- https://www.syntasso.io/case-studies/natwest-uses-kratix-to-reduce-developer-cognitive-load-and-enable-platform-cocreation
- https://www.syntasso.io/post/from-platform-sprawl-to-producer-consumer-lessons-from-veeam-s-day-two-reality
- https://www.syntasso.io/post/syntasso-kratix-enterprise-launches-on-google-cloud-marketplace-driving-adoption-of-platform-democr
- https://www.syntasso.io/post/syntasso-kratix-enterprise-shows-growing-traction-for-platform-building-within-financial-services
- https://github.com/syntasso/kratix
- https://github.com/syntasso
- https://openuk.uk/case-studies/case-study-syntasso/
- https://tracxn.com/d/companies/syntasso/__kIdxskS_BE5T35HXEvhu0tacC4JvPKH5mHJXWpVXsFw
- https://www.g2.com/products/syntasso-kratix-enterprise/reviews

Reviewed at: 2026-04-28T23:20:20.378+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| NatWest | NatWest used Kratix to build a self-service internal developer platform backed by Backstage, enabling environment provisioning in minutes and allowing multiple specialist teams (database, networking, observability) to co-create platform capabilities via Promises. The platform red | Environment provisioning reduced from months to minutes for thousands of developers |
| Veeam Software | Veeam adopted Kratix to standardise how platform capabilities are defined and delivered via APIs and workflows after experiencing platform sprawl following early success. Kratix helped enforce consistent policies and enabled a producer-consumer model for platform contributions. | Not available |



### Reviews breakdown





### Review themes



#### Praised

- Kubernetes-native Promise abstraction provides clean separation of concerns
- Flexible framework—no forced patterns or rip-and-replace of existing tooling
- Strong governance and policy-as-code embedded into automated workflows
- GitOps-based delivery model aligns with cloud-native best practices
- Inner-source / co-creation model enables specialist teams to contribute platform capabilities
- Open-source core is Apache 2.0 with free access to get started



#### Criticized

- Requires deep Kubernetes expertise, limiting accessibility for non-Kubernetes teams
- Key enterprise features (Backstage, Terraform TFE) gated behind undisclosed paid tier
- Small community and GitHub star count (~742) relative to more established CNCF projects
- Some enterprise integrations (Jira, ServiceNow, Slack) listed as 'under development'
- No publicly verifiable third-party review scores on G2 or Gartner Peer Insights




### Company facts

Founded year: 2021
Hq: Fleet, Hampshire, UK


#### Founders

- Colin Humphreys
- Paula Kennedy
- Christopher Hedley

Employees range: 11-20
Total funding: ~$7.08M
Valuation: Not available
Arr: Not available
Customer count: Not available
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Port | 30 | 150 | 20 | 2.7454545454545456 |
| Backstage | 27 | 150 | 18 | 3.148936170212766 |
| Cortex | 20 | 150 | 13.333333333333334 | 3.5833333333333335 |
| OpsLevel | 20 | 150 | 13.333333333333334 | 3.806451612903226 |
| Humanitec | 14 | 150 | 9.333333333333334 | 3.5789473684210527 |
| Roadie | 10 | 150 | 6.666666666666667 | 4.181818181818182 |
| Atlassian Compass | 1 | 150 | 0.6666666666666667 | 4 |
| Configure8 | 0 | 150 | 0 | Not available |
| Kratix | 0 | 150 | 0 | Not available |
| Rely.io | 0 | 150 | 0 | Not available |
| Upbound | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai-mode | 0 | 0 |
| chatgpt-search | 0 | 0 |
| perplexity | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| google-ai | 0 | 0 |
| xai-search | 0 | 0 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which internal developer platforms can pull cloud cost data to show per-service spend alongside reliability metrics in one view? | 4 |
| What internal developer platforms integrate best with infrastructure-as-code workflows so IaC plans can be triggered from the service catalog? | 4 |
| Which internal developer platforms support software quality scorecards across hundreds of services with customisable scoring rules per team? | 3 |
| Which internal developer platforms let you trigger deployments or provision environments directly from the portal without leaving the tool? | 3 |
| I'm evaluating SaaS internal developer platforms — which ones make it easiest to export service catalog data if you want to switch tools later? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 0 |
| Developer Experience | 5 | 0 |
| Integrations & Ecosystem | 5 | 0 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 0 |



## Prompt results

- Prompt text: Which developer portal platforms handle automatic dependency mapping between microservices, including auto-detecting upstream and downstream relationships?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 2 |
| Port | 3 |
| OpsLevel | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 2 |
| Roadie | 5 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Looking for an internal developer platform with a low learning curve for consuming engineers — what are my options?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| OpsLevel | 3 |
| Cortex | 4 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which internal developer platforms offer near-real-time metadata syncing from CI/CD, incident management, and source control tools?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 1 |
| OpsLevel | 2 |
| Backstage | 4 |
| Roadie | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 2 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which internal developer platforms support software quality scorecards across hundreds of services with customisable scoring rules per team?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 1 |
| OpsLevel | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Roadie | 4 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Port | 1 |



##### Xai-search




- Prompt text: Which internal developer platforms handle golden path templates well while still letting teams customise scaffolded services without diverging from org standards?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 2 |
| Humanitec | 3 |
| OpsLevel | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 3 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: I'm evaluating internal developer platforms for a 200-person engineering org — which ones support phased rollouts without disrupting existing workflows?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| OpsLevel | 2 |
| Cortex | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 6 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Port | 2 |



##### Xai-search




- Prompt text: Which internal developer platforms have published real case studies showing reduced time-to-production or reduced platform team toil after adoption?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 2 |
| Humanitec | 3 |
| Cortex | 4 |
| OpsLevel | 5 |



##### Perplexity





##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which internal developer platforms handle role-based access well across multiple teams from day one?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 2 |
| OpsLevel | 3 |
| Backstage | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 6 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: I'm evaluating open-source vs. commercial internal developer platforms — which commercial options offer the best SSO, audit logs, and fine-grained permissions?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Cortex | 2 |
| Roadie | 3 |
| OpsLevel | 4 |
| Humanitec | 5 |



##### Perplexity





##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Looking for a developer portal that degrades gracefully when upstream data sources like source control or monitoring are unavailable — what handles this well?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 1 |
| Backstage | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Backstage | 1 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: What internal developer platforms handle multi-cloud and hybrid environments — tracking resources across cloud providers and on-prem clusters in one catalog?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 2 |



##### Perplexity





##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which developer portal platforms have the best plugin or widget ecosystem for surfacing internal tooling not supported out of the box?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 2 |



##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 5 |
| Cortex | 8 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which internal developer platforms let you trigger deployments or provision environments directly from the portal without leaving the tool?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Port | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Port | 2 |
| Roadie | 4 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Port | 2 |



##### Xai-search




- Prompt text: Which internal developer platforms do the best job surfacing on-call ownership and runbook links for microservices during an incident?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpsLevel | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| OpsLevel | 1 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which developer portal platforms scale well to 1,000+ services in the catalog without search and navigation degrading?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Cortex | 1 |
| Backstage | 2 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Cortex | 1 |



##### Xai-search




- Prompt text: What are the best internal developer portal tools for keeping service catalog adoption high — which ones engineers actually use daily vs. ignore?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| OpsLevel | 3 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which internal developer platforms can pull cloud cost data to show per-service spend alongside reliability metrics in one view?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Roadie | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 4 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Humanitec | 1 |



##### Xai-search




- Prompt text: What internal developer platforms offer the best developer self-service — where engineers can provision environments or services without filing a ticket?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Backstage | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Cortex | 4 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: What are the best self-hosted internal developer portal options for a 500-engineer org that can scale reliably without massive infrastructure overhead?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| OpsLevel | 5 |
| Roadie | 7 |



##### Perplexity





##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which internal developer portals can automatically import existing services from a container orchestration cluster into the service catalog?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 1 |
| Port | 2 |
| OpsLevel | 3 |
| Backstage | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 2 |
| Backstage | 5 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: I'm evaluating SaaS internal developer platforms — which ones make it easiest to export service catalog data if you want to switch tools later?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cortex | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Roadie | 2 |
| Port | 3 |
| Cortex | 4 |
| OpsLevel | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| OpsLevel | 3 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: Which modern IDPs have the broadest native integrations with monitoring, incident management, and source control tools?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Roadie | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Cortex | 3 |
| OpsLevel | 4 |
| Backstage | 5 |
| Humanitec | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| OpsLevel | 1 |
| Cortex | 3 |
| Backstage | 6 |



##### Bing-copilot-search





##### Google-ai





##### Xai-search




- Prompt text: What tools help teams migrate existing internal wikis and runbooks into a structured service catalog?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 2 |
| OpsLevel | 3 |
| Atlassian Compass | 4 |
| Cortex | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Backstage | 1 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Backstage | 2 |



##### Xai-search




- Prompt text: What internal developer platforms integrate best with infrastructure-as-code workflows so IaC plans can be triggered from the service catalog?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Port | 1 |
| Cortex | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 3 |
| Humanitec | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 2 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Port | 1 |



##### Xai-search




- Prompt text: What internal developer portal platforms can a small platform team realistically stand up and maintain without a dedicated team of 10+?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| OpsLevel | 6 |
| Roadie | 8 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Humanitec | 11 |



##### Xai-search







## Top sources





## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which internal developer platforms have published real case studies showing reduced time-to-production or reduced platform team toil after adoption? | perplexity | Syntasso / Kratix — published case studies describe reduced ticketing and toil, including environment provisioning reduced from months to minutes in one example [7][8]. |
| What internal developer platforms offer the best developer self-service — where engineers can provision environments or services without filing a ticket? | bing-copilot-search | Customization vs. speed: Open-source (Backstage, Kratix) offers flexibility but requires dedicated staff; SaaS (Port, OpsLevel) is faster to adopt but comes with subscription costs. |
| What are the best self-hosted internal developer portal options for a 500-engineer org that can scale reliably without massive infrastructure overhead? | bing-copilot-search | For a 500-engineer organization, the most reliable self-hosted internal developer portal options are _Backstage_ (Spotify/CNCF) and _Kratix_ (Kubernetes-native). |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| google-ai-mode | Roadie | ...n evaluating SaaS Internal Developer Platforms (IDPs), the ease of exporting your service catalog depends entirely on . roadie.io +1 SaaS IDPs generally fall into two architectural camps regarding lock-in: Git-backed (file-driven) and Data... |
| chatgpt-search | Port | ...\| Platform \| Cost data \| Service-level view \| Reliability/health context \| Fit \| \| --- \| --- \| --- \| --- \| --- \| \| Port \| Native cloud/FinOps integrations \| Yes — service, team, domain \| Yes — reliability, DORA, scorecards, operational data \|... |
| chatgpt-search | Backstage | ...— service, team, domain \| Yes — reliability, DORA, scorecards, operational data \| Strongest out-of-box match \| \| Backstage \| Cost Insights plugin / custom integrations \| Yes, with catalog relationships \| Yes, through plugins/integrations \|... |
| perplexity | Port | The strongest options are: 1. Port — Natively models cost against domains, applications, teams, and services in its software catalog. |
| google-ai | Humanitec | Humanitec The primary options capable of delivering this view include: ### 1\. |
| google-ai-mode | Port | ...talog entities—displaying per-service spend alongside reliability, SLOs, and quality metrics in a single pane of glass . Port.io +1 Top options capable of unifying cost and reliability in one view include: * Port _(SaaS IDP)_ : Port featu... |
| google-ai-mode | Cortex | Cortex _(SaaS IDP)_ : Cortex specializes in engineering standards and scorecards. |
| chatgpt-search | Port | ...log → IaC workflow \| Terraform integration \| Plan/approval workflow \| Best fit \| \| --- \| --- \| --- \| --- \| --- \| \| Port \| Strong \| Strong \| Strong \| Existing Terraform + flexible self-service \| \| Backstage \| Strong \| Strong vi... |
| chatgpt-search | Backstage | ...--- \| --- \| --- \| \| Port \| Strong \| Strong \| Strong \| Existing Terraform + flexible self-service \| \| Backstage \| Strong \| Strong via plugins/actions \| Depends on your implementation \| Teams wanting maximum control / open source \|... |
| perplexity | Port | For the specific requirement—developers trigger an IaC plan from a service catalog—the strongest fit in the available evidence is Port. |
| perplexity | Humanitec | [1] \| \| Humanitec \| Strong for platform orchestration, less direct evidence for *plan* UX \| Humanitec has Terraform/OpenTofu drivers and pipeline integrations, so it is well suited to incorporating existing IaC into an internal platform workflow. |
| google-ai | Port | Port * Best for: Flexible, no-code/low-code developer portals with powerful event-driven self-service. |



## Trend

Visibility delta: 0
Avg position delta: Not available
Citation count delta: 0