# Rely.io AI visibility in Internal Developer Platforms

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

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

Updated: 2026-10-19T02:15:43.710953+00:00
Prompts: 25
Runs: 6


## Platforms

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

Rank: 10
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: Rely.io is a managed SaaS Internal Developer Portal (IDP) designed for modern engineering organizations that want centralized visibility and governance over their software ecosystem without the operational burden of self-hosted alternatives. Founded in 2020 in Lisbon, Portugal, the company pivoted from an SRE-focused platform (formerly detech.ai) to a full IDP offering launched in 2022. Core capabilities include a unified software catalog, gamified maturity scorecards and leaderboards, developer self-service workflows, SLO management, DORA metrics tracking, and an AI assistant trained on the customer's live engineering data. With an open-source Galaxy integration framework and support for Datadog, GitHub, Kubernetes, PagerDuty, and many other tools, Rely.io targets growth-stage startups, scaleups, and enterprises of 20 to 500+ engineers seeking fast time-to-value and reduced tool sprawl.
Product summary: Rely.io is a cloud-delivered Internal Developer Portal that provides engineering teams with automated visibility into their entire software ecosystem through a unified software catalog, a catalog-trained AI assistant, and developer self-service workflows. It integrates with the most common engineering toolchains—including Datadog, GitHub, Kubernetes, PagerDuty, and Jira—to serve as a live knowledge base and governance layer, enabling engineering leaders to enforce quality and reliability standards through scorecards and leaderboards while reducing developer toil.


### Key capabilities

- Unified software catalog covering microservices, teams, cloud resources, incidents, and dependencies
- Maturity scorecards and gamified leaderboards for production readiness, DORA metrics, and observability standards
- AI assistant trained on the customer's live engineering knowledge base for natural-language querying across all integrated tools
- Developer self-service hub for scaffolding services and provisioning cloud resources without ticket-ops
- Automation workflows with out-of-the-box rules and real-time plugin-driven catalog updates
- SLO management with automated recommendations and standardized SLI templates
- DORA metrics and engineering performance analytics per service and team
- Role-based access control (RBAC) with SAML/SCIM identity provider support (e.g., Okta)
- Open-source Galaxy integration framework for self-hosted, VPC-contained data ingestion
- Automated service discovery that populates the catalog from existing tooling in minutes



### Target users

- Engineering leaders, VPs of Engineering, and CTOs at growth-stage companies
- Platform engineers and DevOps teams managing shared infrastructure
- Site Reliability Engineers (SREs) responsible for observability and reliability standards
- Software developers seeking autonomy and self-service tooling
- Engineering managers tracking team performance and DORA metrics



### Key use cases

- Replacing or augmenting a self-hosted Backstage instance with a managed, lower-TCO IDP
- Centralizing service ownership, documentation, dependencies, and operational status across teams
- Enforcing and tracking production readiness and engineering quality standards via scorecards
- Reducing ticket-ops by enabling developer self-service for cloud resource provisioning
- Tracking DORA metrics and engineering KPIs at the team and organization level
- Driving SLO adoption and reliability management across microservices
- Onboarding engineering organizations to a shared software catalog in minutes with auto-discovery

Integrations ecosystem: Rely.io integrates via API with a broad set of engineering toolchains spanning observability (Datadog, Grafana, New Relic, OpenTelemetry-compatible tools), source control (GitHub, GitLab), cloud providers (AWS, GCP, Azure), container orchestration (Kubernetes), infrastructure-as-code (Terraform), CI/CD and delivery (Flux), incident management (PagerDuty), project tracking (Jira), documentation (Confluence), code quality (SonarQube), and cost management (Kubecost). The open-source Galaxy integration framework (Python, Apache-2.0 licensed) enables self-hosted connectivity that runs within the customer's own network. A self-hosted self-service agent (deployable via Helm or Docker) executes workflow actions without Rely.io requiring direct write access to customer platforms. Backstage data import and generic outgoing webhook ingestion are also supported.
Pricing summary: Rely.io offers three tiers: a Free plan for initial exploration (publicly accessible demo at demo.rely.io), a Pro plan targeting teams of 20–50 engineers (seat-based pricing, includes setup assistance from a Customer Engineer and 24/5 Slack, email, or in-app support), and an Enterprise plan for 50+ engineers (includes a dedicated Customer Reliability Engineer, monthly review calls, an annual observability architecture review, and 24/5 priority support). No public price list is available; pricing is custom with volume discounts offered. A free trial is available without requiring a sales call.
Review summary: Rely.io's informal review footprint is positive but limited in volume, concentrated on Product Hunt. Reviewers consistently praise the platform's intuitive UI, fast time-to-value, and the practical utility of its AI assistant for consolidating fragmented engineering knowledge. The combination of a developer portal with a catalog-trained AI assistant is frequently cited as a meaningful differentiator. Critical notes include a learning curve during advanced configuration, limited public pricing transparency, and concerns about mobile accessibility. No verified scores on G2 or Gartner Peer Insights were found at time of research.
Competitive positioning: Rely.io positions itself as an opinionated, expert-designed, managed SaaS Internal Developer Portal for engineering teams at growth startups, scaleups, and enterprises that want rapid time-to-value without the overhead of building and maintaining open-source alternatives like Backstage. Key differentiators include a built-in AI assistant trained on the customer's live engineering catalog data, SRE and observability domain expertise embedded in the product (team background from Datadog and Google SRE), and an opinionated-yet-extensible data model that reduces setup friction. It competes directly with Cortex, OpsLevel, and Port in the commercial IDP segment and markets explicitly against Backstage's total cost of ownership and maintenance burden.
Limitations: Rely.io's main portal is cloud-only SaaS; a fully self-hosted deployment is not available (though the Galaxy integration agent and self-service agent can be self-hosted within a customer's network). SOC 2 Type I and ISO 27001 certifications were reported as in-progress rather than completed. Public pricing is not disclosed, a transparency concern noted by product reviewers. Users report a learning curve during initial implementation, and mobile accessibility has been flagged as a limitation. The open-source GitHub presence is minimal (2 public repositories, minimal stars), indicating the community ecosystem is nascent relative to Backstage or Port.


### Source urls

- https://docs.rely.io/
- https://docs.rely.io/how-rely.io-works
- https://www.rely.io/product/integrations
- https://internaldeveloperplatform.org/developer-portals/relyio/
- https://www.eu-startups.com/2022/09/portuguese-startup-rely-io-raised-e2-million-for-its-site-reliability-engineering-platform/
- https://tech.eu/2022/09/29/portuguese-site-reliability-engineering-platform-relyio-raises-2-million/
- https://www.crunchbase.com/organization/rely-io
- https://app.dealroom.co/companies/rely_io_2
- https://tracxn.com/d/companies/rely/__B3J9svl_94BjC7AqrLUOemk2-ZdQn5IGac25eA95y4M
- https://www.producthunt.com/products/rely-io-2/reviews
- https://github.com/Rely-io

Reviewed at: 2026-04-28T23:20:20.34+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Feedzai | Migrated from Backstage to Rely.io, citing it as a must-have tool for both developers and managers within weeks of adoption, with active plans to consolidate remaining data sources and developer workflows to improve engineering efficiency and standards at scale. | Not available |



### Reviews breakdown





### Review themes



#### Praised

- Intuitive and easy to set up
- Clean and user-friendly UX
- Fast time-to-value — catalog populated in minutes
- AI assistant consolidates fragmented engineering knowledge
- Effective single pane of glass across all tooling
- Boosts developer productivity and autonomy
- Strong cross-team visibility and service ownership enforcement
- Opinionated defaults reduce decision fatigue



#### Criticized

- Learning curve during advanced configuration
- Limited public pricing transparency
- Mobile accessibility concerns
- Complex setup for highly customized use cases




### Company facts

Founded year: 2020
Hq: Lisbon, Portugal


#### Founders

- José Velez
- Samir Brizini

Employees range: 11-50
Total funding: ~$2.6M
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 | 55 | 150 | 36.666666666666664 | 5.043103448275862 |
| Backstage | 40 | 150 | 26.666666666666668 | 4.268041237113402 |
| Humanitec | 26 | 150 | 17.333333333333336 | 4.9523809523809526 |
| Cortex | 21 | 150 | 14.000000000000002 | 8.956521739130435 |
| OpsLevel | 20 | 150 | 13.333333333333334 | 9.020833333333334 |
| Roadie | 19 | 150 | 12.666666666666668 | 10.511111111111111 |
| Atlassian Compass | 3 | 150 | 2 | 20.666666666666668 |
| 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 |
| --- | --- | --- |
| chatgpt-search | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| perplexity | 0 | 0 |
| google-ai | 0 | 0 |
| google-ai-mode | 0 | 0 |
| xai-search | 0 | 0 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| 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 |
| Which developer portal platforms handle automatic dependency mapping between microservices, including auto-detecting upstream and downstream relationships? | 3 |
| Which internal developer platforms offer near-real-time metadata syncing from CI/CD, incident management, and source control tools? | 3 |
| Which modern IDPs have the broadest native integrations with monitoring, incident management, and source control tools? | 3 |
| Which internal developer portals can automatically import existing services from a container orchestration cluster into the service catalog? | 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: 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

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



#### Platform rows



##### Chatgpt-search

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



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cortex | 2 |
| OpsLevel | 4 |
| Backstage | 6 |
| Port | 8 |
| Roadie | 10 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 3 |
| Roadie | 5 |



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 4 |
| OpsLevel | 5 |
| Roadie | 11 |
| Cortex | 24 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Port | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 5 |
| Cortex | 7 |
| Roadie | 9 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Port | 2 |
| Cortex | 4 |
| Roadie | 7 |
| Atlassian Compass | 8 |



##### 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

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



#### Platform rows



##### Chatgpt-search

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



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Humanitec | 3 |
| Port | 6 |
| Roadie | 7 |



##### Google-ai





##### Google-ai-mode





##### 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

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



#### Platform rows



##### Chatgpt-search

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



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 3 |
| Backstage | 5 |



##### Google-ai





##### Google-ai-mode





##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Cortex | 4 |
| OpsLevel | 6 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 2 |
| Roadie | 4 |
| OpsLevel | 11 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Port | 2 |
| Cortex | 3 |
| OpsLevel | 5 |



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Humanitec | 3 |
| Roadie | 7 |
| Port | 10 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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

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



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

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



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 3 |
| Humanitec | 5 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Port | 5 |



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| OpsLevel | 7 |
| Roadie | 13 |
| Atlassian Compass | 20 |
| Cortex | 34 |
| Port | 39 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Cortex | 5 |
| OpsLevel | 6 |



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 7 |
| Humanitec | 10 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Cortex | 5 |
| Backstage | 8 |
| Port | 9 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 3 |
| Humanitec | 8 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 4 |
| Backstage | 6 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 2 |
| Cortex | 6 |



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Humanitec | 4 |
| Cortex | 9 |
| Backstage | 14 |
| Roadie | 15 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 3 |
| Humanitec | 7 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Port | 5 |



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 4 |
| Roadie | 7 |
| OpsLevel | 10 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Port | 3 |
| Cortex | 11 |
| OpsLevel | 13 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Humanitec | 2 |
| Port | 6 |



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Cortex | 2 |
| OpsLevel | 6 |
| Port | 8 |
| Roadie | 13 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Port | 3 |
| Backstage | 7 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Port | 3 |
| OpsLevel | 5 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Backstage | 2 |
| Cortex | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Roadie | 3 |



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Atlassian Compass | 3 |
| Port | 6 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 3 |
| Port | 5 |
| Humanitec | 6 |



##### Bing-copilot-search





##### Perplexity

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



##### Google-ai





##### Google-ai-mode

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



##### 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

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



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Port | 1 |
| Cortex | 2 |
| Backstage | 3 |
| Roadie | 5 |
| Humanitec | 9 |
| OpsLevel | 10 |



##### Bing-copilot-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Roadie | 1 |
| Cortex | 2 |
| Humanitec | 3 |



##### Google-ai





##### Google-ai-mode





##### Xai-search







## Top sources





## Response excerpts





## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| chatgpt-search | Backstage | ## 1. Backstage Best overall portability Why it stands out: Its catalog has a documented YAML descriptor format and JSON API. |
| chatgpt-search | Port | Catalog format · Catalog API ## 2. Port Best documented SaaS export options Why it stands out: Port supports catalog table exports in CSV and JSON, plus API endpoints to retrieve entities by blueprint. |
| perplexity | Backstage | For service-catalog data portability, I’d shortlist these: 1. Backstage — strongest for API-based extraction and open formats. Its catalog API returns entities as JSON and supports cursor-based pagination, filtering, and field selection, which i... |
| perplexity | Port | 2. Port — easiest for no-code CSV/JSON exports. From a catalog page, you can export the displayed data as CSV or JSON; exports respect filters and include visible columns. |
| google-ai-mode | Roadie | Backstage-Based SaaS (e.g., Roadie) — Easiest / Lowest Lock-In * * How it works: Managed Backstage providers like Roadie rely on the open-source Backstage standard. |
| google-ai-mode | Port | Programmable SaaS Catalogs (e.g., Port) — High Portability via API/JSON * * How it works: Port uses a highly flexible, blueprint-based data model where everything (services, resources, domains) is mapped via structured JSON. |
| chatgpt-search | Cortex | The strongest options are Datadog Internal Developer Portal, Cortex, and OpsLevel. |
| perplexity | Port | Port — can ingest service-to-service dependency graphs from New Relic, Datadog, or Dynatrace, then match those relationships to catalog services. |
| google-ai-mode | Cortex | ...atadog Docs](https://docs.datadoghq.com/internal_developer_portal/use_cases/dependency_management/)Defining dependencies - Cortex The primary pl... |
| chatgpt-search | Port | The strongest candidates to evaluate are Backstage, Port, Cortex, OpsLevel, and Atlassian Compass. |
| perplexity | Port | Port is the clearest match. Its software catalog is designed to update automatically in near-real time, and it offers integrations across source control (such as GitHub, GitLab, and Bitbucket), CI/CD (such as Jenkins, GitHub Actions, and GitLab Pipel... |
| google-ai-mode | OpsLevel | opslevel.com/docs/github-teams-sync)Port Native Integrations: Sync Engineering Data \| Port The leading platforms capable of handling near-real-time ingest... |



## Trend

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