# Configure8 AI visibility in Internal Developer Platforms

Canonical: https://devtune.ai/verticals/internal-developer-platforms/configure8

[Website](https://www.configure8.io/)

Updated: 2026-10-05T01:17:20.382469+00:00
Prompts: 25
Runs: 6


## Platforms

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

Rank: 9
Total brands: 11
Measured responses: 150
Presence percent: 0.6666666666666667
Share of voice percent: 0.847457627118644
Average position: 5.5
Docs presence percent: 0
Blog presence percent: 0
Brand mention percent: 0.6666666666666667


## Profile

Overview: Configure8 is a commercial internal developer portal (IDP) founded in 2021 and headquartered in McLean, Virginia. The platform centralizes and organizes information about applications, services, environments, and cloud resources across distributed architectures through a flexible universal catalog. It addresses knowledge fragmentation in engineering organizations by aggregating metadata from diverse development and operations tools, enabling automated discovery, standards enforcement via scorecards, and no-code developer self-service actions. Configure8 is available as both SaaS and self-hosted deployments, targeting mid-size and enterprise engineering teams seeking a lower-overhead, faster-to-value alternative to open-source Backstage. The company has raised $7.23M in venture funding.
Product summary: Configure8 is an enterprise internal developer portal built around a customizable universal catalog that maps services, environments, cloud resources, and dependencies. The platform powers three core workflows: Scorecards (programmatic standards measurement with a large pre-built check library and custom rules), Self-Service Actions (no-code, context-aware developer workflows with governance guardrails and approval gates), and Collaborative Cost Management (cloud and Kubernetes cost visibility surfaced within developer workflows). It integrates via single-click connectors with major cloud providers, CI/CD, observability, and security tools, and supports both SaaS and on-premises deployment with enterprise features including RBAC, SSO, SCIM, and robust APIs.


### Key capabilities

- Universal catalog with flexible, customizable data model for services, environments, and cloud resources
- Automated service and resource discovery with dependency mapping across cloud and on-premises infrastructure
- Scorecards with pre-built and custom checks for standards enforcement, compliance, and software health
- No-code self-service actions with context-aware dynamic forms and approval workflows
- Collaborative cloud and Kubernetes cost management with granular developer-level visibility
- Single-click integrations with major DevOps, cloud, and observability toolchains
- SaaS and on-premises (self-hosted) deployment options
- Enterprise features: RBAC, SSO, SCIM, robust APIs, and white-glove onboarding support
- Automated drift avoidance to maintain catalog accuracy over time
- Customizable dashboards, views, and metrics via custom charts, tables, and calculations



### Target users

- Platform engineering teams managing distributed microservices at mid-market to enterprise scale
- DevEx (developer experience) teams seeking to reduce developer cognitive load and tool sprawl
- SREs and DevOps engineers requiring unified service ownership and dependency visibility
- Engineering leaders tracking standards compliance, software health, and cloud costs
- Government and regulated-industry engineering teams requiring on-premises deployment
- Organizations evaluating or migrating away from self-hosted Backstage



### Key use cases

- Centralizing fragmented service and infrastructure knowledge across distributed microservices architectures
- Enforcing engineering standards and measuring compliance programmatically via scorecards
- Enabling developer self-service for day-2 operations without requiring access to multiple underlying tools
- Managing and optimizing cloud and Kubernetes costs within existing developer workflows
- Accelerating incident response by surfacing service ownership, dependencies, and runbooks in one place
- Reducing Backstage total cost of ownership by migrating to a managed, no-code IDP alternative
- Providing platform engineering teams a branded, enterprise-grade developer portal with on-premises hosting

Integrations ecosystem: Configure8 offers single-click integrations across cloud providers (AWS, Microsoft Azure, Google Cloud Platform), CI/CD tools (GitHub Actions, GitLab CI, Azure Pipelines, CircleCI, Google Cloud Build, Jenkins), source control (GitHub, GitLab, Bitbucket), observability and monitoring (Datadog, Dynatrace, New Relic, Grafana, Kibana), security (AWS Security Hub, Microsoft Entra ID Protection), infrastructure-as-code (AWS CloudFormation, Ansible, Chef, Crossplane), identity providers (Okta, OneLogin) for SSO/SCIM, and project tracking (Jira). Kubernetes integration is available without an agent. The platform also supports a robust API for custom data ingestion and provides SCIM sync for automatic team and group management via SSO providers.
Pricing summary: Pricing starts at $19/user/month (per SourceForge aggregator data). A free trial is available. Configure8's pricing page lists a free tier option and offers a 20% discount for annual billing versus monthly. Enterprise pricing and premium support tiers are not publicly detailed and require direct contact. Support is included with purchase, with a premium/additional-fee tier also available.
Review summary: No verified user reviews for Configure8 were found on major software review platforms (G2, Gartner Peer Insights, SourceForge, or Slashdot) as of the research date. Third-party analyst and practitioner commentary highlights Configure8's flexible data model, ease of setup relative to Backstage, consultative support model, and combined cost management capabilities as distinctive strengths. The absence of a public review corpus limits independent validation of user sentiment.
Competitive positioning: Configure8 positions itself as an enterprise-grade, proprietary alternative to open-source Backstage, emphasizing lower total cost of ownership, a no-code UI, flexible custom data model, and faster time-to-value. Unlike Backstage—which requires significant engineering overhead to stand up and maintain—Configure8 offers SaaS and on-premises deployment with automated catalog population, single-click integrations, and consultative onboarding support. Relative to peers like Cortex and OpsLevel, Configure8 differentiates on data-model flexibility, collaborative cloud cost management built into the portal, and an opinionated but customizable self-service actions engine that leverages existing governance tooling without requiring YAML authoring.
Limitations: Configure8 is a small, early-stage company (11–50 employees) with limited public brand visibility—ranked 9th of 11 in this vertical by DevTune metrics. It has no publicly verifiable reviews on G2 or Gartner Peer Insights, making third-party social proof difficult to assess. Pricing is not transparently published on the company website (requiring contact for enterprise tiers). The platform is proprietary and closed-source, so organizations that prefer open-source extensibility (e.g., Backstage plugin ecosystem) will find the ecosystem narrower. The company has raised only one funding round ($7.23M) with no subsequent rounds publicly announced, which may limit product development pace relative to better-funded competitors.


### Source urls

- https://platformengineering.org/tools/configur8
- https://tracxn.com/d/companies/configure8/__dTAt_hJ5wPj20oLipNi1OS5Q8w8M4ioKMrrFgqpbFVs
- https://www.crunchbase.com/organization/configure8
- https://sourceforge.net/software/product/configure8/
- https://www.configure8.io/?amp=&amp=
- https://startup-seeker.com/company/configure8~io
- https://tracxn.com/d/companies/configure8/__dTAt_hJ5wPj20oLipNi1OS5Q8w8M4ioKMrrFgqpbFVs/funding-and-investors
- https://www.taloflow.ai/guides/products/configure8-idp
- https://www.gartner.com/reviews/market/internal-developer-portals
- https://configure8-io-8bcac39a3f0f412f54ca223b5.webflow.io/about
- https://roadie.io/blog/7-best-developer-portals-for-enterprise-engineering-teams/

Reviewed at: 2026-04-28T23:19:58.214+00:00


### Customer outcomes





### Reviews breakdown





### Review themes



#### Praised

- Flexible, customizable data model that adapts to unique enterprise structures
- Faster time-to-value and easier setup compared to Backstage
- No-code self-service actions reduce developer cognitive load
- Single-click integrations with major cloud and DevOps toolchains
- SaaS and on-premises deployment flexibility for regulated environments
- Consultative onboarding and white-glove support to drive adoption
- Automated catalog drift avoidance reduces maintenance burden
- Built-in collaborative cloud cost management within developer workflows



#### Criticized

- Limited public brand visibility and review presence versus better-known competitors
- Pricing not transparently published; enterprise tiers require direct contact
- Closed-source platform lacks open plugin ecosystem of Backstage
- Small team size may limit development pace and long-term roadmap confidence
- Only one disclosed funding round with no recent follow-on investment announced




### Company facts

Founded year: 2021
Hq: McLean, Virginia, USA


#### Founders

- Seth Demsey
- Jay Crystal
- Geoffrey Stupay
- Matt Gillis

Employees range: 11-50
Total funding: $7.23M
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 | 48 | 150 | 32 | 2.5384615384615383 |
| Backstage | 35 | 150 | 23.333333333333332 | 3.2941176470588234 |
| OpsLevel | 25 | 150 | 16.666666666666664 | 3.129032258064516 |
| Humanitec | 25 | 150 | 16.666666666666664 | 3.5384615384615383 |
| Cortex | 22 | 150 | 14.666666666666666 | 3.5517241379310347 |
| Roadie | 9 | 150 | 6 | 3 |
| Atlassian Compass | 7 | 150 | 4.666666666666667 | 4.5 |
| Kratix | 1 | 150 | 0.6666666666666667 | 4 |
| Configure8 | 1 | 150 | 0.6666666666666667 | 5.5 |
| Rely.io | 0 | 150 | 0 | Not available |
| Upbound | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| perplexity | 1 | 4 |
| bing-copilot-search | 0 | 0 |
| google-ai | 0 | 0 |
| google-ai-mode | 0 | 0 |
| chatgpt-search | 0 | 0 |
| xai-search | 0 | 0 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which internal developer portals can automatically import existing services from a container orchestration cluster into the service catalog? | 4 |
| Which internal developer platforms support software quality scorecards across hundreds of services with customisable scoring rules per team? | 4 |
| I'm evaluating internal developer platforms for a 200-person engineering org — which ones support phased rollouts without disrupting existing workflows? | 4 |
| 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 internal developer platforms offer near-real-time metadata syncing from CI/CD, incident management, and source control tools? | 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 | 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode





##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity





##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpsLevel | 4 |
| Port | 5 |
| Backstage | 6 |



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search





##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Atlassian Compass | 1 |
| OpsLevel | 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search





##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode

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



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Humanitec | 3 |



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Cortex | 3 |



##### Google-ai-mode





##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

| 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode

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



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Humanitec | 7 |
| Roadie | 8 |



##### Google-ai-mode

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



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpsLevel | 3 |
| Cortex | 5 |
| Backstage | 6 |
| Atlassian Compass | 7 |



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

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



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Humanitec | 3 |



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

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



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| OpsLevel | 2 |



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode

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



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Humanitec | 3 |



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Port | 4 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Humanitec | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 2 |
| Atlassian Compass | 4 |



##### 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

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



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Humanitec | 1 |
| Port | 4 |
| Backstage | 7 |



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

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



##### 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

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



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| OpsLevel | 1 |
| Backstage | 3 |
| Port | 6 |
| Cortex | 7 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| OpsLevel | 6 |



##### Google-ai-mode

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



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| OpsLevel | 3 |
| Atlassian Compass | 5 |



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| Kratix | 4 |
| Humanitec | 5 |
| Port | 6 |



##### Xai-search




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


#### Brand position by platform

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

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



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 1 |
| OpsLevel | 2 |
| Atlassian Compass | 3 |



##### 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

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



#### Platform rows



##### Perplexity

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



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode

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



##### Chatgpt-search

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



##### 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

Perplexity: 5
Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Port | 1 |
| Roadie | 2 |
| Cortex | 3 |
| Configure8 | 5 |
| Backstage | 7 |



##### Bing-copilot-search





##### Google-ai

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



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Backstage | 4 |



##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://www.configure8.io/developer-portal-extensibility/extensibility | Extensibility | configure8.io | Not available | commercial | documentation | 1 | 1 |
| https://www.configure8.io/developer-portal-extensibility/integrations | configure8 \| Integrations | configure8.io | Not available | commercial | product_page | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| What internal developer portal platforms can a small platform team realistically stand up and maintain without a dedicated team of 10+? | perplexity | \| \| Configure8 \| Another managed option to assess if you want pre-built integrations and configurable catalog and self-service features. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| perplexity | OpsLevel | OpsLevel — Its Kubernetes integration can import and regularly reconcile cluster resources, either as OpsLevel services or as suggestions to map to existing services. |
| perplexity | Port | Port — Its Kubernetes Exporter syncs resources such as namespaces and deployments into the software catalog, with configurable filters and mappings. |
| perplexity | Backstage | Backstage — Its Kubernetes integration collects objects from clusters and surfaces them in catalog entities; this requires configuration to connect cluster data to those entities. |
| google-ai | Port | Port * Mechanism: Port Kubernetes Exporter (installed via a Helm chart). |
| google-ai | Cortex | Cortex * Mechanism: Cortex Kubernetes Integration . * How it works: Cortex includes native integrations for Kubernetes clusters that allow platform teams to automatically discover and import live entities directly from production clusters. |
| google-ai-mode | Cortex | Cortex: Features an automated "Context Graph" that ingests discovery metadata and telemetry from APM and cloud tools (like Datadog, Dynatrace, AWS, Azure, and GCP) to auto-discover dependencies. |
| chatgpt-search | Cortex | \| \| --- \| --- \| --- \| \| Cortex \| Yes — very strong \| Its Kubernetes integration detects deployments and can import existing services; it continues detecting new services. |
| chatgpt-search | OpsLevel | \[1\] \| \| OpsLevel \| Yes \| Its Kubernetes agent synchronizes Kubernetes `Service`, `Deployment`, `StatefulSet`, `DaemonSet`, and `CronJob` resources and can generate service suggestions. |
| chatgpt-search | Backstage | \[2\] \| \| Backstage \| Partially / requires configuration \| The Kubernetes plugin discovers cluster resources and displays them against catalog entities, but Backstage generally expects the catalog entity to exist first; it isn't an out-o... |
| perplexity | Port | Port is the clearest match. Its scorecards can evaluate services and teams against configurable rules, and its documentation specifically describes defining scorecard levels, conditions, and filters. |
| google-ai | Port | Port (getport.io) * Overview: Port is a highly customizable, data-driven developer portal built around a flexible software catalog. |
| google-ai-mode | Humanitec | Humanitec (with Score) * The Philosophy: Decouple application configuration from infrastructure configuration entirely using [Score](/goto?url=CAESnAEB6zswFfpXczQYA4sZAxfKgZFh8KUuilhBgkQNliOt1hbNrwj_bbbnde-ydUJ5f7K7TthV9Nu0eEmuaQlZ7Ui5DAnEs_L... |



## Trend

Visibility delta: 0.8
Avg position delta: Not available
Citation count delta: 2