# Stoplight AI visibility in API Development & Management Canonical: https://devtune.ai/verticals/api-development-management/stoplight [Website](https://stoplight.io/) Updated: 2026-10-14T03:00:30.93545+00:00 Prompts: 25 Runs: 6 ## Platforms - perplexity - google-ai - google-ai-mode - bing-copilot-search - chatgpt-search - xai-search Rank: 4 Total brands: 11 Measured responses: 150 Presence percent: 4 Share of voice percent: 7.741935483870968 Average position: 16.916666666666668 Docs presence percent: 0.6666666666666667 Blog presence percent: 2 Brand mention percent: 14.000000000000002 ## Profile Overview: Stoplight is a cloud-based API design, documentation, and governance platform built around a design-first philosophy and the OpenAPI specification. Founded in 2015 and headquartered in Austin, Texas, Stoplight provides a visual editor for designing REST APIs, automatic interactive documentation generation, OpenAPI-powered hosted mock servers, and style guide enforcement via its open-source Spectral linter. The platform is Git-native and supports both individual developers and large enterprise API programs. Stoplight ships three widely adopted open-source projects — Prism, Spectral, and Elements — used independently across the API developer community. Acquired by SmartBear in August 2023, Stoplight now operates within a broader API tooling portfolio alongside SwaggerHub, SoapUI, and Pact. Notable customers include Calendly, Fiserv, PagerDuty, Schneider Electric, and Highmark Health. Product summary: Stoplight Platform is a design-first API development and governance tool covering the complete pre-production API lifecycle: visual OpenAPI design, automated documentation generation, hosted mock servers, and API governance via shared style guides. It is Git-native, supports team and enterprise-scale collaboration, and is backed by three widely adopted open-source projects — Prism, Spectral, and Elements. Acquired by SmartBear in August 2023, Stoplight is now integrated into SmartBear's broader API development portfolio. ### Key capabilities - Visual OpenAPI/JSON Schema designer with code-based editing fallback - Automatic interactive API documentation generation with editable Markdown - OpenAPI-powered hosted mock servers for parallel frontend/backend development (Prism) - API linting and style guide enforcement via open-source Spectral - Git-native version control sync with multi-branch support - Reusable schema components and model/component libraries - Team collaboration with tracked design comments and review workflows - Role-based access control, LDAP/SAML SSO, and activity logs (Enterprise) - Dependency graph and automatic changelog tracking across API projects - Open-source tools: Prism, Spectral, and Elements available independently ### Target users - API developers and backend engineers - API program managers and team leads - Enterprise architects and technical leads - Tech executives driving API-first digital transformation - Platform and DevOps engineering teams managing API portfolios - Non-technical stakeholders collaborating on API design and review ### Key use cases - Design-first REST API development using OpenAPI specifications - Automated API documentation and interactive developer portal publishing - Enterprise API governance and consistency enforcement via shared style guides - API prototyping and mocking for parallel development teams - Enterprise-scale API program management across multiple teams - Internal API catalog management and cross-team discoverability - Cross-functional API design collaboration between technical and non-technical stakeholders - Public API product development and external developer experience Integrations ecosystem: Stoplight integrates natively with cloud Git providers (GitHub, GitLab, Bitbucket) on all paid plans and self-hosted Git providers (Azure DevOps) on Pro Team and Enterprise. Google Analytics integration is available for documentation analytics on Startup and above. Enterprise plans include LDAP and SAML SSO. A Catalog API enables custom programmatic integrations with the Stoplight workspace. The platform's open-source tools integrate independently into CI/CD pipelines: Prism (HTTP mock and proxy server, ~4.9k GitHub stars), Spectral (OpenAPI/AsyncAPI linter, ~3.1k stars), and Elements (embeddable API docs React/Web Components, ~2.4k stars). Post-acquisition, SmartBear has integrated Spectral, Prism, and Elements into SwaggerHub and the broader SmartBear open-source ecosystem (Swagger, SoapUI, Pact). Pricing summary: Stoplight offers a Free tier (1 project, 1 user) and three paid plans billed annually: Basic at $44/month (3 users included, $11/user additional), Startup at $113/month (8 users included, $11/user additional), and Pro Team at $362/month (15 users included, $22/user additional) with SAML/LDAP SSO, shared style guides, self-hosted Git, and workspace groups. Enterprise pricing is custom on annual contracts, including unlimited projects and teams, custom payment terms, invoicing, and priority support. Monthly billing is available at approximately 25% premium. Third-party procurement data (Vendr) indicates an average annual contract value of approximately $12,000. Review summary: Stoplight holds a 4.4/5 rating on G2 (343 reviews) with 64% five-star ratings and a 4.6/5 on SaaSWorthy (344 ratings). It was named a G2 Leader in API Design for seven consecutive quarters through 2023 and appeared on G2's 2022 Fastest Growing Products list. G2 data shows an average implementation time of 2 months and average ROI realization at 14 months. Users consistently praise the intuitive visual editor, documentation quality, mock server capabilities, and collaborative design workflows. Common criticisms include occasional software bugs, linting warnings of questionable accuracy, complex access control configuration, and limited customization on lower-tier plans. Competitive positioning: Stoplight occupies a design-first, governance-focused niche within the API Development & Management vertical. Unlike Postman, which centers on API testing and request collaboration, Stoplight differentiates on OpenAPI-native visual design, automatic documentation generation, and organization-scale API governance via shared style guides and reusable component libraries. Compared with full-lifecycle gateway platforms such as Apigee, Kong, and MuleSoft, Stoplight is explicitly a pre-production design and documentation tool with no runtime proxy or monitoring capabilities. It was recognized as a G2 Leader in API Design for seven consecutive quarters through 2023 and named a 2019 Gartner Cool Vendor. As of August 2023 Stoplight operates under SmartBear, positioning it as the design-and-governance layer within a broader API tooling portfolio that includes SwaggerHub, SoapUI, and Pact. Limitations: Stoplight covers only the pre-production API lifecycle and does not provide API gateway, runtime proxy, traffic management, or API monitoring/observability capabilities — teams requiring full lifecycle management must pair it with a gateway platform. User reviews note occasional software bugs and stability issues; linting warnings from Spectral style guides are not always accurate and can block documentation generation workflows. Documentation theming and customization are limited on lower-tier plans. User access control configuration is reported as complex by some reviewers. The platform is primarily SaaS-hosted with limited offline functionality. Some users find the integration options narrower than competing platforms. ### Source urls - https://stoplight.io/ - https://stoplight.io/pricing - https://stoplight.io/solutions - https://stoplight.io/about - https://stoplight.io/api-business-transformation - https://stoplight.io/case-studies/calendly - https://stoplight.io/case-studies/fiserv - https://stoplight-site.webflow.io/case-studies/highmark - https://github.com/stoplightio - https://www.g2.com/products/stoplight/reviews - https://www.saasworthy.com/product/stoplight-io - https://smartbear.com/news/news-releases/smartbear-to-acquire-stoplight/ - https://blog.stoplight.io/stoplight-joins-smartbear-a-cto-perspective - https://blog.stoplight.io/stoplight-recognized-again-as-a-leader-in-the-g2-fall-2022-api-design-grid - https://tracxn.com/d/companies/stoplight/__osGgfPNcPxfKuK2GNLRsIF3txHxBNgi49b7_pbyKaB8 - https://www.vendr.com/buyer-guides/stoplight Reviewed at: 2026-04-28T23:17:42.223+00:00 ### Customer outcomes | Customer | Summary | Metric | | --- | --- | --- | | Transact | Transact adopted Stoplight's design-first API philosophy and attributed a dramatic reduction in development cycle time to getting API designs right before writing code, eliminating costly rework. | 80% reduction in development time from idea to consumption | | Highmark Health | Highmark's API architects used Stoplight's visual editor and collaborative prototyping to compress the API design cycle, moving from ideation to a shareable prototype in a single working session versus a multi-week process. | Prototype completed in 6 hours vs. weeks previously | | Calendly | Calendly's Application Architect used Stoplight to facilitate design document creation and cross-team collaboration for their second-generation public API platform, enabling a systematic design-first workflow integrated with GitHub and JIRA. | Not available | ### Reviews breakdown | Platform | Score | Score max | Review count | Url | | --- | --- | --- | --- | --- | | G2 | 4.4 | 5 | 343 | https://www.g2.com/products/stoplight/reviews | | SaaSWorthy | 4.6 | 5 | 344 | https://www.saasworthy.com/product/stoplight-io | ### Review themes #### Praised - Intuitive visual API editor - High-quality automatic documentation generation - Hosted mock server capabilities - OpenAPI and JSON Schema standards compliance - Team collaboration and design review workflows - Fast API prototyping - Ease of setup and onboarding - Reusable schema components and model library #### Criticized - Occasional software bugs and stability issues - Linting warnings not always accurate, can block docs generation - Complex user access control configuration - Limited documentation theming customization on lower tiers - Limited offline functionality - Integration options narrower than some competing platforms ### Company facts Founded year: 2015 Hq: Austin, Texas, USA #### Founders - Marc MacLeod Employees range: 51-100 Total funding: ~$25.13M Valuation: Not available Arr: Not available Customer count: 500+ Status: Acquired (SmartBear, Aug 2023) Readiness: Not available ## Ranking | Display name | Pair count | Total pairs | Presence percent | Avg position | | --- | --- | --- | --- | --- | | Kong | 32 | 150 | 21.333333333333336 | 18.84931506849315 | | Speakeasy | 10 | 150 | 6.666666666666667 | 8.277777777777779 | | Postman | 7 | 150 | 4.666666666666667 | 25.047619047619047 | | Stoplight | 6 | 150 | 4 | 16.916666666666668 | | Treblle | 5 | 150 | 3.3333333333333335 | 12 | | Apigee | 5 | 150 | 3.3333333333333335 | 29 | | MuleSoft | 4 | 150 | 2.666666666666667 | 49.5 | | SmartBear | 3 | 150 | 2 | 53.8 | | Hoppscotch | 1 | 150 | 0.6666666666666667 | 6 | | APILayer | 1 | 150 | 0.6666666666666667 | 50 | | RapidAPI | 0 | 150 | 0 | Not available | ## Platform breakdown | Platform | Prompt count | Presence rate | | --- | --- | --- | | perplexity | 2 | 8 | | google-ai | 0 | 0 | | google-ai-mode | 0 | 0 | | bing-copilot-search | 0 | 0 | | chatgpt-search | 0 | 0 | | xai-search | 4 | 16 | ## Strengths | Prompt text | Platform count | Avg position | | --- | --- | --- | | What tools and platforms support API design-first workflows — what should teams adopt compared to a code-first approach? | 2 | 2 | | What tools can automatically generate up-to-date API documentation from an OpenAPI spec and host it in a developer portal? | 1 | 4 | ## Gaps | Prompt text | Competitor presence count | | --- | --- | | Which API management platforms offer the best response caching strategies to reduce upstream load for high-read traffic? | 3 | | Which tools offer the best experience for generating strongly typed SDK clients from an OpenAPI spec across multiple languages? | 3 | | Which API platforms support GitOps workflows — version-controlling gateway configuration and applying it through a CI pipeline? | 2 | | Which managed API gateway providers offer the best uptime guarantees and failover story for mission-critical APIs? | 2 | | What tools can lint OpenAPI specs in a CI pipeline to enforce consistent API design standards across multiple teams? | 2 | ## Topic scores | Topic name | Prompt count | Cited prompt count | | --- | --- | --- | | Capability | 5 | 0 | | Developer Experience | 5 | 1 | | Integrations & Ecosystem | 5 | 1 | | Performance & Reliability | 5 | 1 | | Setup & First Run | 5 | 2 | ## Prompt results - Prompt text: What's the fastest API gateway to set up in front of multiple microservices with rate limiting and authentication from day one? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 2 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 4 | | MuleSoft | 41 | - Prompt text: Which API gateways support GraphQL federation, and how do they compare to REST-only options for a team adopting a federated graph? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 9 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 3 | - Prompt text: Looking for an API gateway that avoids vendor lock-in with open standards or portable config formats — what are my options? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: 35 #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 7 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 11 | | Stoplight | 35 | - Prompt text: Which API clients and testing tools have the best collaborative features for teams sharing API collections? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Postman | 1 | | Hoppscotch | 5 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Postman | 5 | - Prompt text: What's the easiest way to mock API endpoints locally so frontend teams aren't blocked waiting for real backend implementations? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Postman | 4 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search - Prompt text: What tools and platforms support API design-first workflows — what should teams adopt compared to a code-first approach? #### Brand position by platform Perplexity: 2 Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: 2 #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Stoplight | 2 | | Postman | 4 | ##### Google-ai ##### Google-ai-mode | Display name | Position | | --- | --- | | Kong | 5 | ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Stoplight | 2 | | Treblle | 9 | | Postman | 17 | | SmartBear | 37 | - Prompt text: Which API management platforms offer the best response caching strategies to reduce upstream load for high-read traffic? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: 26 #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 1 | ##### Google-ai ##### Google-ai-mode | Display name | Position | | --- | --- | | Kong | 1 | ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 1 | | Stoplight | 26 | | Treblle | 27 | - Prompt text: Which modern API platforms support async APIs and event-driven architectures — handling WebSocket or SSE endpoints alongside REST? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode | Display name | Position | | --- | --- | | Kong | 5 | ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Speakeasy | 4 | | MuleSoft | 10 | | Postman | 22 | | Kong | 35 | - Prompt text: What tools can load test an API gateway configuration to validate rate limiting and circuit breaking under real-world conditions? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search - Prompt text: Which enterprise API management platforms support usage-based billing and quota enforcement natively for API monetization? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 3 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 20 | | MuleSoft | 26 | | Apigee | 30 | - Prompt text: What tools can automatically generate up-to-date API documentation from an OpenAPI spec and host it in a developer portal? #### Brand position by platform Perplexity: 4 Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Stoplight | 4 | ##### Google-ai | Display name | Position | | --- | --- | | Treblle | 5 | ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Treblle | 5 | | Speakeasy | 28 | - Prompt text: Which API platforms support GitOps workflows — version-controlling gateway configuration and applying it through a CI pipeline? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 1 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 2 | - Prompt text: Which API gateways auto-scale horizontally to handle traffic spikes without becoming a bottleneck themselves? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 1 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 25 | - Prompt text: I'm evaluating modern cloud-native API management platforms to replace a legacy setup — what should I look at and how disruptive is the migration? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 4 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 1 | - Prompt text: Which API documentation platforms automatically sync with a backend repo so docs stay in sync as the API evolves? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | SmartBear | 15 | | Treblle | 19 | - Prompt text: Which API gateways add the lowest per-request latency overhead, especially under high concurrency? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 22 | - Prompt text: Which API management platforms handle versioning and breaking change detection best to help teams avoid accidentally breaking consumers? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 9 | | Speakeasy | 13 | | Postman | 18 | | SmartBear | 70 | - Prompt text: Which managed SaaS API gateway solutions handle global traffic management better than self-hosted alternatives? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 1 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 15 | - Prompt text: What API security capabilities should I expect out of the box from an API gateway — JWT validation, IP allowlisting, request inspection? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 11 | - Prompt text: Which managed API gateway providers offer the best uptime guarantees and failover story for mission-critical APIs? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Apigee | 1 | | Kong | 7 | ##### Google-ai ##### Google-ai-mode | Display name | Position | | --- | --- | | Apigee | 1 | | Kong | 5 | ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Apigee | 36 | | Kong | 46 | | MuleSoft | 56 | - Prompt text: What tools can lint OpenAPI specs in a CI pipeline to enforce consistent API design standards across multiple teams? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: 7 #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode | Display name | Position | | --- | --- | | Speakeasy | 1 | ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Speakeasy | 3 | | Stoplight | 7 | - Prompt text: Which tools offer the best experience for generating strongly typed SDK clients from an OpenAPI spec across multiple languages? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Speakeasy | 1 | ##### Google-ai | Display name | Position | | --- | --- | | Speakeasy | 1 | ##### Google-ai-mode | Display name | Position | | --- | --- | | Speakeasy | 1 | ##### Bing-copilot-search | Display name | Position | | --- | --- | | Speakeasy | 5 | ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Speakeasy | 18 | | APILayer | 50 | - Prompt text: Which API management platforms integrate best with identity providers to enable OAuth2 and OIDC for third-party API consumers? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode | Display name | Position | | --- | --- | | Kong | 1 | ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 4 | | Apigee | 63 | - Prompt text: What should I look for in an API testing tool when starting to build automated contract tests alongside a new REST API? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search - Prompt text: Which API gateways integrate well with a service mesh in a container orchestration environment — what solutions handle both layers cleanly? #### Brand position by platform Perplexity: Not available Google-ai: Not available Google-ai-mode: Not available Bing-copilot-search: Not available Chatgpt-search: Not available Xai-search: Not available #### Platform rows ##### Perplexity | Display name | Position | | --- | --- | | Kong | 3 | ##### Google-ai ##### Google-ai-mode ##### Bing-copilot-search ##### Chatgpt-search ##### Xai-search | Display name | Position | | --- | --- | | Kong | 4 | ## Top sources | Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count | | --- | --- | --- | --- | --- | --- | --- | --- | | https://blog.stoplight.io/api-first-api-design-first-or-code-first-which-should-you-choose | API-First, API Design-First, or Code-First: Which Should You Choose \| Stoplight | blog.stoplight.io | Not available | commercial | blog_post | 2 | 2 | | https://stoplight.io/free-sign-up | Create a Stoplight Workspace | stoplight.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/0be57d73-c243-4f67-b153-66c29c5d8378/02acbd403944061f407eb9aca0536221221e4531.png | commercial | documentation | 2 | 2 | | https://github.com/stoplightio/spectral | GitHub - stoplightio/spectral: A flexible JSON/YAML linter for creating automated style guides, with baked in support for OpenAPI (v3.1, v3.0, and v2.0), Arazzo v1.0, as well as AsyncAPI v2.x. ·... | github.com | Not available | commercial | documentation | 1 | 1 | | https://blog.stoplight.io/start-building-beautiful-api-documentation | Start Building Beautiful API Documentation - Stoplight Blog | blog.stoplight.io | Not available | commercial | blog_post | 1 | 1 | | https://stoplight.io/openapi/design | Open API Specification, Spec & Documentation \| OpenAPI ... | stoplight.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/0be57d73-c243-4f67-b153-66c29c5d8378/02acbd403944061f407eb9aca0536221221e4531.png | commercial | documentation | 1 | 1 | | https://stoplight.io/api-governance | Standardized API Design using Automatic Style Guides \| Stoplight | stoplight.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/0be57d73-c243-4f67-b153-66c29c5d8378/02acbd403944061f407eb9aca0536221221e4531.png | commercial | documentation | 1 | 1 | | https://stoplight.io/open-source/spectral | Spectral: Open Source API Description Linter \| Stoplight | stoplight.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/0be57d73-c243-4f67-b153-66c29c5d8378/02acbd403944061f407eb9aca0536221221e4531.png | commercial | documentation | 1 | 0 | | https://docs.stoplight.io/docs/spectral/038632fdf0d1a-continuous-integration | Continuous Integration \| Spectral | docs.stoplight.io | Not available | commercial | docs | 1 | 0 | ## Response excerpts | Prompt text | Platform | Excerpt | | --- | --- | --- | | What tools can lint OpenAPI specs in a CI pipeline to enforce consistent API design standards across multiple teams? | google-ai-mode | ...)](https://totalshiftleft.ai/blog/api-test-automation-with-ci-cd-step-by-step-guide) Top OpenAPI Linting Tools * * Spectral (by Stoplight) * What it is: The most widely adopted, JavaScript-based API linter and JSON/YAML governance tool. | | What's the easiest way to mock API endpoints locally so frontend teams aren't blocked waiting for real backend implementations? | google-ai-mode | Prism (Stoplight) : An open-source mock server that consumes an OpenAPI/Swagger specification and instantly spins up a realistic local server matching your exact contract definition. | | What tools and platforms support API design-first workflows — what should teams adopt compared to a code-first approach? | google-ai-mode | Stoplight excels at visual schema modeling, reusable components, and rigorous API governance style guides. | ## Competitor excerpts | Platform | Competitor name | Excerpt | | --- | --- | --- | | perplexity | Kong | Kong Gateway — A good choice when you need a Redis-backed cache that can scale beyond a gateway’s local storage. | | google-ai-mode | Kong | ...nagement platforms stand out for high-read response caching strategies through distinct architectural advantages: * * Kong Gateway (with Proxy Caching / Proxy Caching Advanced) * Strategy: Offers a robust reverse proxy cache implementati... | | perplexity | Speakeasy | For polished, strongly typed SDKs across several languages, the leading options are Speakeasy and Stainless; OpenAPI Generator is worth considering when open-source control and breadth matter more than a particularly refined SDK experience. | | google-ai | Speakeasy | Speakeasy Speakeasy * Best for: Teams wanting first-class, idiomatic SDKs in multiple languages (TypeScript, Python, Go, Java, PHP, C#, Ruby, Swift, etc.) with minimal boilerplate. | | google-ai-mode | Speakeasy | Speakeasy vs OpenAPI/Swagger GeneratorOpen Source vs Closed Source SDK Generators 2025 \| Fern The top-tier options vary based on your budget, team size, and requirements for code idiomaticity: 1\. | | perplexity | Kong | Kong Gateway — Use decK to keep declarative gateway configuration in files such as YAML, commit it to a repository, and run commands like `deck gateway diff` or `deck gateway sync` in CI/CD. | | perplexity | Apigee | For a mission-critical API, Apigee and Azure API Management have the strongest published uptime story when deployed redundantly across regions. | | google-ai-mode | Apigee | Apigee Service Level Agreement (SLA) \| Google CloudAPI Gateway High Availability and Disaster Recovery: Patterns - ZuploKong Gateway WAF Review (2026) \| WAFPlanet * * * 1\. | | google-ai-mode | Speakeasy | speakeasy.com/blog/why-we-built-our-own-openapi-linter) The top tools used for this purpose integrate smoothly into continuous integration workflows (GitHub Actions, GitLab CI, Jenkins, etc.). [API Testing in CI/CD: GitHub Actions, GitLab, Jenkins (2026... | ## Trend Visibility delta: -3.4 Avg position delta: -0.7000000000000002 Citation count delta: -6