# Roadie AI visibility in Internal Developer Platforms Canonical: https://devtune.ai/verticals/internal-developer-platforms/roadie [Website](https://roadie.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: 6 Total brands: 11 Measured responses: 150 Presence percent: 12.666666666666668 Share of voice percent: 10.53864168618267 Average position: 10.511111111111111 Docs presence percent: 5.333333333333334 Blog presence percent: 4.666666666666667 Brand mention percent: 29.333333333333332 ## Profile Overview: Roadie is a managed Software-as-a-Service Internal Developer Portal (IDP) built on Spotify's open-source Backstage framework, operated by Larder Software Limited and headquartered in Dublin, Ireland. Founded in 2020, Roadie enables engineering organizations to adopt Backstage—the CNCF developer portal framework—without staffing a dedicated team to build and maintain it. The product delivers a production-grade, single-tenant Backstage instance with automatic upgrades, SOC2 Type 2-compliant security, 83+ pre-integrated open-source plugins, a software service catalog, self-service scaffolder templates, TechDocs, engineering scorecards (Tech Insights), and role-based access control. Roadie targets engineering teams of 50–2,000+ developers and is trusted by organizations including SumUp, AstraZeneca, Snyk, Contentful, Dexcom, Celonis, and Hopper. Product summary: Roadie is a fully managed, single-tenant SaaS Internal Developer Portal built on the open-source Backstage framework. It provides engineering teams with a centralized software catalog, self-service scaffolder, docs-as-code (TechDocs), automated engineering-standards scorecards (Tech Insights), and RBAC—delivered as a hosted service with automatic Backstage upgrades, SOC2 Type 2 compliance, and 83+ pre-integrated plugins, eliminating the need to staff a team to self-host and maintain a Backstage instance. ### Key capabilities - Managed single-tenant SaaS Backstage with automatic version upgrades - Software service catalog for centralized visibility and ownership tracking - Self-service scaffolder templates enforcing security and compliance golden paths - TechDocs docs-as-code for centralized, peer-reviewed technical documentation - Tech Insights scorecards for automated engineering standards tracking (paid add-on) - Role-based access control (RBAC) with fine-grained catalog and scaffolder permissions - Secure on-prem connectivity via broker model requiring no inbound firewall rules - 83+ out-of-the-box open-source Backstage plugin integrations - Custom private Backstage plugin support via Roadie CLI (Growth plan) - RAG AI search and MCP server access for AI coding tool context (beta, Growth plan) ### Target users - Platform engineering teams seeking managed Backstage without self-hosting overhead - Engineering managers and VPs of Engineering evaluating internal developer portals - DevOps and SRE teams needing centralized service ownership and discoverability - Mid-to-large engineering organizations (50–2,000+ developers) experiencing hyper-growth - Organizations migrating from a self-hosted Backstage deployment to a managed service ### Key use cases - Reducing engineer onboarding time via centralized service catalog and documentation - Replacing tribal knowledge and spreadsheets with a structured software ownership registry - Standardizing service creation through enforced Golden Path scaffolder templates - Automating compliance and quality checks via scorecards across the software catalog - Migrating from self-hosted Backstage to a managed, zero-maintenance service - Enabling InnerSourcing and cross-team service discoverability at scale - Providing AI coding tools with structured organizational context via MCP servers Integrations ecosystem: Roadie supports 83+ out-of-the-box plugins and integrations spanning: observability (Datadog, New Relic, Prometheus, Grafana, Dynatrace); CI/CD (GitHub Actions, CircleCI, Jenkins, Travis CI, Buildkite, Argo CD, Flux); incident management (PagerDuty, OpsGenie, FireHydrant, Rootly, Splunk On-Call, incident.io); security (Snyk, Wiz, SonarQube, Mend.io, Harbor); source control (GitHub Cloud and Enterprise Server, GitLab Cloud and on-prem, Bitbucket Cloud and Server, Azure DevOps); cloud infrastructure (AWS Resources, GCP, Crossplane/Kubernetes ingestor, Terraform, Pulumi, Spacelift); identity providers (Okta, Azure AD via Microsoft Graph, Google OAuth); project management (Jira, Confluence, Shortcut); and additional tools (LaunchDarkly, DX, Humanitec, Harness, and more). Growth plan customers can deploy private custom Backstage plugins using the Roadie CLI. Roadie is also available on the AWS Marketplace. Pricing summary: Two publicly listed plans: Teams at $24 per developer per month (50–150 developers; includes service catalog, scaffolder, TechDocs, 75+ OSS plugins, SSO, customizable UI; scorecards available as paid extra; no RBAC or REST API). Growth is custom-priced (100+ developers) and adds SLA, Slack/MS Teams support, REST API, RAG AI and MCP server access (beta), custom private plugins, OpenSearch advanced search, RBAC, secure on-prem connection, and usage analytics dashboard. Multiple tenants available as a paid extra on both plans. A free trial is available. Roadie is purchasable via the AWS Marketplace. Review summary: Customer testimonials published by Roadie consistently highlight responsive and proactive support, fast time-to-adoption versus self-hosted Backstage, and the breadth of the plugin ecosystem. Teams at Hopper, Yotpo, and NCSA cite support quality and reduced maintenance overhead as primary benefits. No independently verified aggregate scores from G2 or Gartner Peer Insights were publicly accessible at time of research. Gartner Peer Insights lists Roadie in the Internal Developer Portals market category but review scores were not retrievable. Competitive positioning: Roadie positions itself as the definitive 'managed Backstage' option—delivering the full power and open-source plugin ecosystem of Spotify's Backstage without the self-hosting burden. Its core value proposition is fast time-to-value (days vs. months or years for self-hosting) while retaining Backstage's flexibility and the Backstage community ecosystem, explicitly avoiding the vendor lock-in of proprietary IDPs like Cortex, OpsLevel, and Port. Roadie claims to be the #2 contributor to open-source Backstage after Spotify and publishes explicit comparison pages against Atlassian Compass, Port, and Cortex. It targets engineering teams of 50–2,000+ developers who want an IDP without dedicating multiple full-time engineers to platform maintenance. Limitations: Roadie is architecturally tied to the Backstage framework; organizations seeking a non-Backstage IDP or a more flexible proprietary data model may prefer alternatives like Port or Cortex. The Teams plan lacks RBAC, REST API access, SLA, Slack/MS Teams support, advanced OpenSearch, and private custom plugins—all restricted to the Growth plan. Tech Insights scorecards are a paid add-on on both pricing tiers. A minimum of 50 developer seats is required, excluding smaller teams. All data is stored in the EU (AWS), which may not satisfy US or regional data residency requirements. Roadie Local (self-hosted deployment option) was announced in beta in early 2025 but has not confirmed full general availability. ### Source urls - https://roadie.io/ - https://roadie.io/pricing/ - https://roadie.io/about/ - https://roadie.io/case-studies/ - https://roadie.io/docs/integrations/ - https://roadie.io/case-studies/dexcom-automating-catalog-completeness-backstage/ - https://roadie.io/blog/backstage-gets-quality-and-compliance-scorecards-with-roadie/ - https://www.prweb.com/releases/roadie-announces-general-availability-of-tech-insights-an-enhancement-to-its-spotify-backstage-saas-offering-888827378.html - https://internaldeveloperplatform.org/developer-portals/roadie/ - https://aws.amazon.com/marketplace/pp/prodview-xzcdojv2n7gw6 - https://github.com/roadiehq Reviewed at: 2026-04-28T23:20:45.856+00:00 ### Customer outcomes | Customer | Summary | Metric | | --- | --- | --- | | Dexcom | Dexcom automated Backstage catalog onboarding using a custom Python script and Roadie's Scaffolder, achieving near-complete software visibility and unlocking meaningful Tech Insights governance reporting to leadership. | Catalog completeness increased from 60% to over 95% | | Celonis | Celonis switched from self-hosted Backstage to Roadie to eliminate the maintenance burden on a small platform team, redirecting engineering effort from infrastructure upkeep to developer experience improvements. | Not available | | Baillie Gifford | Baillie Gifford completed their software catalog over three years with Roadie and transitioned to a decentralized ownership model for their portal, achieving full software visibility in a regulated financial services environment. | Not available | ### Reviews breakdown ### Review themes #### Praised - Responsive and proactive support team - Fast time-to-adoption versus self-hosted Backstage - Breadth of open-source plugin ecosystem (100+ plugins) - Frequent product updates and roadmap responsiveness to customer feedback - Elimination of Backstage maintenance and upgrade overhead - Flexibility and customizability of the portal #### Criticized - Tech Insights scorecards are a paid add-on, not included in base plan pricing - RBAC, REST API, SLA, and advanced search locked to higher-tier Growth plan - Minimum 50-seat requirement excludes small teams - Platform flexibility constrained by Backstage framework architecture - EU-only data residency may not meet all enterprise compliance requirements - Self-hosted deployment (Roadie Local) still in beta as of early 2025 ### Company facts Founded year: 2020 Hq: Dublin, Ireland #### Founders - David Tuite Employees range: 11-50 Total funding: $3.7M 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 | 10 | 40 | | bing-copilot-search | 0 | 0 | | perplexity | 4 | 16 | | google-ai | 0 | 0 | | google-ai-mode | 5 | 20 | | xai-search | 0 | 0 | ## Strengths | Prompt text | Platform count | Avg position | | --- | --- | --- | | I'm evaluating SaaS internal developer platforms — which ones make it easiest to export service catalog data if you want to switch tools later? | 1 | 1 | | What tools help teams migrate existing internal wikis and runbooks into a structured service catalog? | 1 | 1 | ## Gaps | Prompt text | Competitor presence count | | --- | --- | | 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 | | Looking for a developer portal that degrades gracefully when upstream data sources like source control or monitoring are unavailable — what handles this well? | 3 | ## Topic scores | Topic name | Prompt count | Cited prompt count | | --- | --- | --- | | Capability | 5 | 3 | | Developer Experience | 5 | 2 | | Integrations & Ecosystem | 5 | 3 | | Performance & Reliability | 5 | 3 | | Setup & First Run | 5 | 3 | ## 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: 1 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: 10 Bing-copilot-search: Not available Perplexity: 5 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: 11 Bing-copilot-search: Not available Perplexity: 9 Google-ai: Not available Google-ai-mode: 7 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: 4 Bing-copilot-search: Not available Perplexity: 7 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: 4 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: 7 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: 13 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: 3 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: 15 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: 7 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: 13 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: 3 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: 1 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: 5 Bing-copilot-search: Not available Perplexity: 1 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 | Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count | | --- | --- | --- | --- | --- | --- | --- | --- | | https://roadie.io/pricing/ | Pricing \| Roadie | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 6 | 6 | | https://roadie.io/docs/integrations/ | Plugin & integrations docs \| Roadie Backstage docs | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 4 | 4 | | https://roadie.io/compare/backstage/ | Roadie vs Backstage \| Roadie | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 3 | 3 | | https://roadie.io/blog/ | Blog \| Roadie | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 3 | 3 | | https://roadie.io/product/developer-portal/ | Internal Developer Portal \| Roadie | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 3 | 3 | | https://roadie.io/product/tech-insights/ | Roadie Tech Insights | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 3 | 3 | | https://roadie.io/docs/getting-started/creating-a-scorecard/ | Creating a scorecard \| Roadie Backstage docs | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | documentation | 2 | 2 | | https://roadie.io/docs/integrations/plugin-overview/ | Plugins & Integrations \| Roadie Backstage docs | roadie.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/59f7355a-0723-400b-bf50-a5167381f072/3cf8865fe5cce1a7aadcfdf6876b604c9ed19d84.png | commercial | blog_post | 2 | 2 | ## Response excerpts | Prompt text | Platform | Excerpt | | --- | --- | --- | | I'm evaluating SaaS internal developer platforms — which ones make it easiest to export service catalog data if you want to switch tools later? | google-ai-mode | 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. | | Which developer portal platforms handle automatic dependency mapping between microservices, including auto-detecting upstream and downstream relationships? | google-ai-mode | [www.cortex.io +1] * > Note on other IDPs (like Port or Roadie/Backstage): Standard portals treat relations through data-modeling entities (e.g., defining a `relation` block in Port's blueprints or `dependsOn` in Backstage). | | Looking for an internal developer platform with a low learning curve for consuming engineers — what are my options? | google-ai-mode | Roadie (Roadie.io) — _Managed Backstage_ * * The Developer Experience: If you like Spotify’s Backstage ecosystem (the industry standard open-source portal) but dread the massive engineering overhead required to run it,... | ## Competitor excerpts | Platform | Competitor name | Excerpt | | --- | --- | --- | | 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... | | google-ai-mode | Port | GitHub Teams IntegrationPort Native Integrations: Sync Engineering Data \| Port The leading platforms... | | chatgpt-search | Port | ...atforms (IDPs) based on how well they connect to monitoring and observability, incident management, and source control, I’d start with Port, Backstage, Cortex, and OpsLevel, with Roadie as another strong option if you want a managed Backstage experience. | | chatgpt-search | Backstage | ...atforms (IDPs) based on how well they connect to monitoring and observability, incident management, and source control, I’d start with Port, Backstage, Cortex, and OpsLevel, with Roadie as another strong option if you want a managed Backstage experience. | | perplexity | Port | Port, Cortex, and OpsLevel are strong candidates if “broadest” means ready-made integrations spanning all three areas. | | perplexity | Cortex | Port, Cortex, and OpsLevel are strong candidates if “broadest” means ready-made integrations spanning all three areas. | | google-ai-mode | Port | Port (`port.io`) * * Overview: Port relies on a highly flexible, data-driven architecture powered by its "Ocean" framework, making it a frontrunner for ingestion breadth. | ## Trend Visibility delta: 4.290909090909091 Avg position delta: 6.011111111111111 Citation count delta: 37