How many times was CNCF mentioned by AI?

CNCF was mentioned 16 times across all AI models analyzed, representing 16.1% of total mentions.

Which AI models mention CNCF?

CNCF is mentioned by 3 AI models including Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest).

What is CNCF's ranking among mentioned brands?

CNCF ranks #7 out of 36 brands analyzed (with 177 web sources also tracked), with a 16.1% share of voice.

What type of entity is CNCF?

CNCF is classified as a organization.

How is Share of Voice calculated?

Share of Voice = Model Coverage × Quality Score. Model weights are based on Monthly Active Users (OpenAI ChatGPT Latest: 900M MAU, Google Gemini Flash (latest): 650M MAU, Perplexity Sonar (with search) (latest): 45M MAU, etc.). Position in results matters - earlier mentions receive higher prominence scores.

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Q: In which questions is CNCF mentioned?

CNCF appears in 1 question: 1. "What does the Developer Tools industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.".

Share of Voice

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About CNCF (organization)

This page provides details about CNCF (organization) which was ranked #7 out of 36 in the list of brands (16 mentions (16.1% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, X.AI Grok (latest)) when they were asked the following 1 question: "What does the Developer Tools industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." on Dec 30, 2025 by AI Chat Watch.

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Rank

Voice

Position

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Mentions

Mentions by AI Model

Model	Voice	Position	Mentions
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Source Links

URL	Mentioned By
cncf.io/kubecon-cloudnativecon-events
cncf.io
linuxfoundation.org
cncf.io/blog/2023/05/23/what-is-platform-engineering
kubernetes.io
opentelemetry.io
opentelemetry.io/docs/concepts/observability-primer
backstage.io
cncf.io/kubecon-cloudnativecon
stackoverflow.blog
github.blog
cncf.io/blog
martinfowler.com
prometheus.io
slack.cncf.io
reactiflux.com

Citations from AI Responses

What does the Developer Tools industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.

[...] vent.awsevents.com) - AWS's flagship conference - **Google I/O** - [https://io.google](https://io.google) - Google's developer conference - **Microsoft Build** - [https://build.microsoft.com](https://build.microsoft.com) - Microsoft developer conference - **KubeCon + CloudNativeCon** - [https://www.cncf.io/kubecon-cloudnativecon-events/](https://www.cncf.io/kubecon-cloudnativecon-events/) - Cloud native computing ### Developer-Focused Events - **DevOps Enterprise Summit** - [https://events.itrevolution.com](https://events.itrevolution.com) - **HashiConf** - [https://hashiconf.com](https://hashico [...]

December 30, 2025

[...] https://devrelcollective.fun](https://devrelcollective.fun) - **Reactiflux** - [https://www.reactiflux.com](https://www.reactiflux.com) - React community - **Python Discord** - [https://pythondiscord.com](https://pythondiscord.com) ### Open Source Foundations - **Cloud Native Computing Foundation (CNCF)** - [https://www.cncf.io](https://www.cncf.io) - **Linux Foundation** - [https://www.linuxfoundation.org](https://www.linuxfoundation.org) - **Apache Software Foundation** - [https://www.apache.org](https://www.apache.org) - **Open Source Initiative** - [https://opensource.org](https://opensource. [...]

December 30, 2025

[...] e.fun](https://devrelcollective.fun) - **Reactiflux** - [https://www.reactiflux.com](https://www.reactiflux.com) - React community - **Python Discord** - [https://pythondiscord.com](https://pythondiscord.com) ### Open Source Foundations - **Cloud Native Computing Foundation (CNCF)** - [https://www.cncf.io](https://www.cncf.io) - **Linux Foundation** - [https://www.linuxfoundation.org](https://www.linuxfoundation.org) - **Apache Software Foundation** - [https://www.apache.org](https://www.apache.org) - **Open Source Initiative** - [https://opensource.org](https://opensource.org) ## Top Publicatio [...]

December 30, 2025

[...] tems are the main distribution channel for tools (see [Amazon Web Services (AWS)](https://aws.amazon.com/), [Microsoft Azure](https://azure.microsoft.com/), [Google Cloud](https://cloud.google.com/)). - Open-source projects and foundations anchor standards (see [Cloud Native Computing Foundation (CNCF)](https://www.cncf.io/), [Linux Foundation](https://www.linuxfoundation.org/), [Apache Software Foundation](https://www.apache.org/), [Open Source Initiative](https://opensource.org/)). - Integrated platforms are winning (e.g., “single pane” DevOps platforms), but best-of-breed remains strong in [...]

December 30, 2025

[...] platforms: [Cloudflare](https://www.cloudflare.com/), [Vercel](https://vercel.com/), [Netlify](https://www.netlify.com/), [Fly.io](https://fly.io/), [Render](https://render.com/). ### Containers, Kubernetes, and cloud-native runtime - Core standard: [Kubernetes](https://kubernetes.io/) (under the [CNCF](https://www.cncf.io/)). - Container tooling: [Docker](https://www.docker.com/). - Enterprise Kubernetes platforms: [Red Hat OpenShift](https://www.redhat.com/en/technologies/cloud-computing/openshift). ### CI/CD and release automation - Platform-native: [GitHub Actions](https://github.com/feature [...]

December 30, 2025

[...] /) (notably [Grafana](https://grafana.com/oss/grafana/), [Loki](https://grafana.com/oss/loki/)), [Elastic](https://www.elastic.co/) (the [Elastic Stack](https://www.elastic.co/elastic-stack)). - Error monitoring: [Sentry](https://sentry.io/). - Standards: [OpenTelemetry](https://opentelemetry.io/) (CNCF), with an overview concept primer at [OpenTelemetry “Observability primer”](https://opentelemetry.io/docs/concepts/observability-primer/). ### Incident management & on-call - [PagerDuty](https://www.pagerduty.com/) - [Opsgenie](https://www.atlassian.com/software/opsgenie) (by [Atlassian](https://w [...]

December 30, 2025

[...] https://www.microsoft.com/) (GitHub/Azure/VS Code), [Google](https://www.google.com/) (Google Cloud), [Amazon](https://www.amazon.com/) (AWS) - DevOps suites: [GitHub](https://github.com/), [GitLab](https://about.gitlab.com/), [Atlassian](https://www.atlassian.com/) - Cloud-native & standards: [CNCF](https://www.cncf.io/), [Linux Foundation](https://www.linuxfoundation.org/) - Infra automation: [HashiCorp](https://www.hashicorp.com/), [Red Hat](https://www.redhat.com/) - Observability: [Datadog](https://www.datadoghq.com/), [Grafana Labs](https://grafana.com/), [Elastic](https://www.elasti [...]

December 30, 2025

[...] o dev tooling) --- ## Emerging startups / newer entrants (notable momentum) These represent where budgets and attention are moving: ### Internal developer platforms (IDPs) / platform engineering tooling - [Backstage](https://backstage.io/) (open platform for developer portals; incubated at the [CNCF](https://www.cncf.io/)) - [Humanitec](https://humanitec.com/) (platform orchestration / IDP) - [Port](https://www.getport.io/) (internal developer portal) ### AI-assisted coding (rapidly changing category) - [GitHub Copilot](https://github.com/features/copilot) - [Codeium](https://codeium.com/) - [...]

December 30, 2025

[...] lassian (Bitbucket/Jira)](https://www.atlassian.com/), [Harness](https://www.harness.io/) (CI/CD), [Datadog](https://www.datadoghq.com/) (observability). - **API/Backend**: [Stripe](https://stripe.com/) (payments SDKs), [Twilio](https://www.twilio.com/) (comms APIs). - **Open Source Foundations**: [CNCF (Kubernetes)](https://www.cncf.io/), home of [Kubernetes](https://kubernetes.io/) and [Prometheus](https://prometheus.io/). - Full list via [G2 Developer Tools](https://www.g2.com/categories/developer-tools). ### Influential Figures and Thought Leaders - **Guillermo Rauch** (Vercel CEO, Next.js cr [...]

December 30, 2025

[...] llermo-rauch). - **Addy Osmani** (Google Chrome engineer, web perf expert): [Addy Osmani's Site](https://addyosmani.com/). - **Kent C. Dodds** (React/Testing expert, Epic React creator): [Kent C. Dodds](https://kentcdodds.com/). - **Kelsey Hightower** (Kubernetes advocate): Kubernetes contribs via [CNCF](https://www.cncf.io/). - **Tammy Everts** (web perf): [Tammy Everts](https://www.tammevents.com/). Follow via [X (Twitter) Dev Accounts](https://twitter.com/) or [InfoQ Authors](https://www.infoq.com/). ### Emerging Startups and Trends **Trends**: - **AI Coding Agents**: Shift to autonomous tool [...]

December 30, 2025

[...] [DEV.to](https://dev.to/) (blogging, 1M+ users). - [Hacker News](https://news.ycombinator.com/) (YC discussions). - [Reddit r/programming](https://www.reddit.com/r/programming/), [r/devops](https://www.reddit.com/r/devops/). - [Stack Overflow](https://stackoverflow.com/) (Q&A). - [Discord/Slack**: CNCF Slack [CNCF Slack](https://slack.cncf.io/), [Reactiflux](https://www.reactiflux.com/). ### Top Publications and Media - **[InfoQ](https://www.infoq.com/)** (news, trends). - **[The New Stack](https://thenewstack.io/)** (cloud/DevOps). - **[DEV.to](https://dev.to/)** (community articles). - **[Hack [...]

December 30, 2025

[...] tps://dev.to/) (blogging, 1M+ users). - [Hacker News](https://news.ycombinator.com/) (YC discussions). - [Reddit r/programming](https://www.reddit.com/r/programming/), [r/devops](https://www.reddit.com/r/devops/). - [Stack Overflow](https://stackoverflow.com/) (Q&A). - [Discord/Slack**: CNCF Slack [CNCF Slack](https://slack.cncf.io/), [Reactiflux](https://www.reactiflux.com/). ### Top Publications and Media - **[InfoQ](https://www.infoq.com/)** (news, trends). - **[The New Stack](https://thenewstack.io/)** (cloud/DevOps). - **[DEV.to](https://dev.to/)** (community articles). - **[Hacker Noon](htt [...]

December 30, 2025

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About CNCF (organization)

Mentions by AI Model

Source Links

Citations from AI Responses