# Atlassian Compass AI visibility in Internal Developer Platforms Canonical: https://devtune.ai/verticals/internal-developer-platforms/atlassian-compass [Website](https://www.atlassian.com/software/compass) 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: 7 Total brands: 11 Measured responses: 150 Presence percent: 2 Share of voice percent: 2.810304449648712 Average position: 20.666666666666668 Docs presence percent: 2 Blog presence percent: 0 Brand mention percent: 10.666666666666668 ## Profile Overview: Atlassian Compass is a cloud-native internal developer platform (IDP) and developer experience (DevEx) product by Atlassian, generally available since October 2023. Originating from Atlassian's own internal tooling (codenamed Microscope, built around 2017), it was externalized to help engineering organizations tame microservice and distributed-architecture sprawl. Compass provides a unified software component catalog, health scorecards, DORA metrics tracking, software templates, and an extensibility layer built on the Forge platform and GraphQL APIs. It integrates natively with Atlassian products—Jira, Confluence, Bitbucket, Jira Service Management, and Opsgenie—and supports third-party DevOps tooling. Named a Leader in the 2025 Gartner Magic Quadrant for DevOps Platforms, Compass targets engineering organizations already invested in the Atlassian ecosystem seeking an out-of-the-box IDP with minimal operational overhead. Product summary: Atlassian Compass is a SaaS-only internal developer platform that provides a centralized software component catalog, health scorecards, DORA metrics, software templates, and on-call management to help engineering organizations reduce cognitive load, improve service reliability, and accelerate software delivery—particularly for teams already using Atlassian products like Jira, Bitbucket, and Confluence. ### Key capabilities - Unified software component catalog (services, libraries, APIs, dependencies) - Health scorecards with custom and predefined criteria for tracking engineering standards - DORA metrics (deployment frequency, lead time, change failure rate, MTTR) - Software templates for standardized, best-practice service scaffolding - Extensibility via Forge platform and GraphQL API - On-call scheduling and alert management with 150+ integrations (Standard/Premium) - Team dashboards with component ownership and cycle-time insights - Dependency mapping across distributed software architectures - Configuration as code (YAML) for automated catalog management - DevEx dashboard for identifying bottlenecks and delivery blockers ### Target users - Platform engineers managing distributed microservice architectures - Engineering leaders and heads of software development - DevOps and SRE teams tracking service health and on-call operations - Development teams embedded in the Atlassian ecosystem (Jira, Bitbucket, Confluence) - Mid-to-large engineering organizations seeking to reduce microservice sprawl - Organizations pursuing DevOps maturity and DORA metric improvements ### Key use cases - Centralizing service discovery and metadata for microservice-heavy engineering orgs - Enforcing DevOps and security best practices at scale via scorecards - Tracking DORA metrics and team delivery performance - Standardizing new service creation with CI/CD and cloud configs baked into templates - Reducing developer context switching by aggregating toolchain data in one catalog - Managing on-call schedules and incident response alongside component context - Mapping component ownership to drive accountability in distributed teams - Improving engineering culture and ops readiness for Atlassian-stack organizations Integrations ecosystem: Compass is built on Atlassian's Forge serverless app development platform and publicly accessible GraphQL APIs, enabling deep customization and third-party connectivity. Native Atlassian integrations include Jira, Jira Service Management, Bitbucket, Opsgenie, and Confluence (available across all tiers). Third-party integrations span observability (New Relic, Datadog), security (Snyk), CI/CD (CircleCI, GitHub Actions), cloud (AWS), feature flags (LaunchDarkly), and collaboration (Slack). Standard and Premium tiers add 150+ alerting and monitoring integrations for on-call management. Additional apps are available via the Atlassian Marketplace. Configuration as code (YAML) is supported for automated catalog management from external toolchains. Pricing summary: Compass offers three tiers billed monthly per full user. Free: $0 for up to 3 full users with unlimited basic users, includes component catalog, 3 custom scorecards, 3 custom fields, and 3 custom metrics. Standard: $7.67/user/month (up to 35,000 full users), adds on-call and alert management (150+ integrations), 50 custom scorecards, 100 custom metrics, 1-year data retention, and 9/5 regional support. Premium: $23.96/user/month, adds enhanced operations (voice notifications, escalation policies, heartbeat monitoring), 100 custom scorecards, 200 custom metrics, 2-year data retention, 99.9% uptime SLA, 24/7 support, IP allowlisting, and granular permissions. SSO/SCIM requires a separate Atlassian Guard subscription. A 14-day free trial of Standard is available; 30-day money-back guarantee applies. Review summary: Gartner Peer Insights lists Atlassian Compass at 4.7/5 across 3 verified ratings in the Internal Developer Portals category (as of January 2025), with reviewers highlighting its strong Atlassian ecosystem integration and value for Jira-centric teams. Positive themes include ease of integration with Jira and existing Atlassian tools, and its utility as a microservices source of truth. Critical themes include a limited feature set compared to dedicated IDP vendors, insufficient no-code automation, and some confusion about whether Compass adds value beyond native Jira capabilities. Third-party analyst commentary consistently notes that Compass excels at cataloging and monitoring but lacks advanced self-service and deployment automation. Competitive positioning: Atlassian Compass positions as a managed, out-of-the-box SaaS IDP deeply integrated with the Atlassian ecosystem—Jira, Confluence, Bitbucket, Jira Service Management, and Opsgenie—providing a lower-friction starting point than self-hosted Backstage. Its core differentiation is native ecosystem fit for the 300,000+ existing Atlassian customers, combined with a Forge-based extensibility model and GraphQL API. Atlassian was named a Leader in the 2025 Gartner Magic Quadrant for DevOps Platforms. However, Compass competes against purpose-built IDP vendors (Port, Cortex, OpsLevel, Roadie) that offer broader self-service automation, richer plugin ecosystems, and deeper infrastructure-provisioning capabilities. Notably, Atlassian acquired developer-experience analytics company DX for ~$1B in September 2025 (completed January 2026), and has signaled that Compass scorecards and catalog functionality will transition into DX, indicating a strategic product evolution. Limitations: Compass is cloud-only—no Data Center or self-managed deployment option is available. Its integration ecosystem is narrower than open-source Backstage or dedicated commercial IDPs, which offer broader plugin libraries and infrastructure-provisioning automation. Developer self-service capabilities are limited; it does not natively support advanced deployment workflows or on-demand infrastructure provisioning. Component ownership assignment can be manual and complex for large, dynamic team structures due to limited identity provider data integration. SSO and SCIM provisioning require an additional Atlassian Guard subscription. Some reviewers note the feature list is still small and that no-code automation is lacking. The announced transition of Compass scorecard and catalog functionality into the acquired DX platform introduces product roadmap uncertainty. ### Source urls - https://www.atlassian.com/software/compass - https://www.atlassian.com/software/compass/pricing - https://www.atlassian.com/blog/announcements/compass-ga - https://www.gartner.com/reviews/product/atlassian-compass - https://community.atlassian.com/forums/Compass-articles/Building-Compass-Our-Developer-Platform-Journey/ba-p/3054039 - https://www.harness.io/harness-devops-academy/what-is-atlassian-compass - https://en.wikipedia.org/wiki/Atlassian - https://www.macrotrends.net/stocks/charts/TEAM/atlassian/revenue - https://developer.atlassian.com/cloud/compass/ Reviewed at: 2026-04-28T23:19:52.338+00:00 ### Customer outcomes | Customer | Summary | Metric | | --- | --- | --- | | Boden | Boden uses Compass to help engineers work smart and efficiently, as described by their Head of Software Development in an Atlassian-published case study. | Not available | | OVO Energy | OVO Energy uses Compass to identify developer blockers, manage APIs, and speed up software delivery across their engineering organization. | Not available | ### Reviews breakdown | Platform | Score | Score max | Review count | Url | | --- | --- | --- | --- | --- | | Gartner Peer Insights | 4.7 | 5 | 3 | https://www.gartner.com/reviews/product/atlassian-compass | ### Review themes #### Praised - Deep integration with Jira and Atlassian ecosystem - Centralized source of truth for microservices - Ease of setting up component catalog - Useful for tracking and managing Jira projects - Out-of-the-box DORA metrics and scorecards - Responsive support team #### Criticized - Feature list considered small relative to dedicated IDPs - No-code automation capabilities lacking - Limited integration ecosystem beyond Atlassian tools - Component ownership assignment can be manual and complex - Limited developer self-service and deployment automation - SSO/SCIM requires additional paid Atlassian Guard subscription - Cloud-only with no self-managed deployment option ### Company facts Founded year: 2002 Hq: Sydney, Australia #### Founders - Mike Cannon-Brookes - Scott Farquhar Employees range: 13000-14000 Total funding: Not available Valuation: ~$17.6B market cap (early 2026) Arr: Not available Customer count: 300,000+ Status: Public (NASDAQ: TEAM) 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 | 2 | 8 | | bing-copilot-search | 0 | 0 | | perplexity | 0 | 0 | | google-ai | 0 | 0 | | google-ai-mode | 1 | 4 | | 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 | 1 | | Developer Experience | 5 | 1 | | Integrations & Ecosystem | 5 | 0 | | Performance & Reliability | 5 | 0 | | Setup & First Run | 5 | 1 | ## 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: 8 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: 20 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: 3 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 | Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count | | --- | --- | --- | --- | --- | --- | --- | --- | | https://support.atlassian.com/compass/docs/create-view-update-and-archive-components/ | Create, view, update, and archive components \| Compass \| Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 2 | 2 | | https://support.atlassian.com/compass/docs/learn-how-compass-works/ | Learn how Compass works \| Compass \| Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 2 | 2 | | https://support.atlassian.com/compass/docs/import-components-into-your-catalog/ | Import components into your catalog \| Compass | support.atlassian.com | Not available | commercial | documentation | 2 | 2 | | https://support.atlassian.com/compass/docs/use-custom-fields-with-scorecards/ | Use custom fields with scorecards \| Compass - Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 1 | 1 | | https://support.atlassian.com/compass/docs/create-and-apply-scorecards/ | Create, publish, and delete scorecards \| Compass - Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 1 | 1 | | https://support.atlassian.com/compass/docs/build-your-software-catalog/ | Build your software catalog \| Compass \| Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 1 | 1 | | https://support.atlassian.com/compass/docs/getting-started-with-compass/ | Getting started with Compass \| Compass \| Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 1 | 1 | | https://support.atlassian.com/compass/docs/manage-components-and-dependencies/ | Manage components and dependencies \| Compass \| Atlassian Support | support.atlassian.com | Not available | commercial | documentation | 1 | 1 | ## Response excerpts | Prompt text | Platform | Excerpt | | --- | --- | --- | | Which modern IDPs have the broadest native integrations with monitoring, incident management, and source control tools? | google-ai-mode | Atlassian Compass (`://atlassian.com`) * * Overview: Leveraging the extensive Atlassian Marketplace, Compass connects natively with the broader Atlassian toolchain (Jira, Bitbucket) alongside a sprawling ecosystem of external apps. | | Which internal developer platforms support software quality scorecards across hundreds of services with customisable scoring rules per team? | google-ai-mode | Creating a scorecard \| Roadie Backstage docs * Atlassian Compass: Atlassian's developer experience platform uses Health Scorecards tied to component types and custom fields. | | What are the best internal developer portal tools for keeping service catalog adoption high — which ones engineers actually use daily vs. ignore? | google-ai-mode | Atlassian Compass\| Low-Moderate\| _Why:_ Good if you live entirely in Jira/Confluence, but often feels like an extension of Jira admin tooling rather than a native, frictionless developer experience. | ## 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: 2.4 Avg position delta: Not available Citation count delta: 12