AI ChatWatch

AI Mentions & Sources Report for Open Source Projects

Track Your AI Visibility
#{{ domain.rank }}

{{ domain.value }}

{{ formatPercent(domain.influence) }}
Share of Voice
{{ domain.linkTypeName }} Visit {{ botCount }} AI models {{ questionCount }} questions

About mongodb.com (Developer Tools)

This page provides details about mongodb.com (Developer Tools) which was ranked #69 out of 320 in the list of sources (5 citations (0.3% share)) in answers from AI models (Anthropic Claude Sonnet (latest), Google Gemini Flash (latest)) when they were asked the following 2 questions: "What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.", "What does the Open Sources Projects 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. This source is referenced for brands: PostgreSQL, MongoDB, Redis, Elastic.

#{{ domain.rank }}
Rank
{{ formatPercent(domain.influence) }}
Voice
{{ formatPosition(domain.appearanceOrder) }}
Position
{{ formatPercent(domain.mentionsAsPercent) }} ({{ domain.mentions || 0 }})
Citations

Used by AI Models

Model Voice Position Citations
{{ bot.name.charAt(0) }} {{ bot.name }} {{ getInfluenceForBot(bot.id) }} {{ getPositionForBot(bot.id) }} {{ getMentionsForBot(bot.id) }}

Pages from mongodb.com (3 links)

URL Path Citations Position
mongodb.com 0 N/A
/community/opensource-one-pager 4 17.9
/company 1 154

Brands Referenced By This Website (4 brands)

Brand Voice Mentions
PostgreSQL PostgreSQL 1.2% 11
Elastic Elastic 1.2% 10
Redis Redis 0.7% 6
MongoDB MongoDB 0.6% 11

Citations from AI Responses

Anthropic Claude Sonnet (latest) (3 citations)

What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.

[...] ware including Terraform and Vault. ### **Confluent** [Confluent](https://www.confluent.io) - Founded by creators of Apache Kafka, provides streaming data platform. ### **Elastic** [Elastic](https://www.elastic.co) - Company behind Elasticsearch, Kibana, Beats, and Logstash. ### **MongoDB Inc.** [MongoDB Inc.](https://www.mongodb.com/company) - Develops and supports MongoDB database. ### **GitLab Inc.** [GitLab Inc.](https://about.gitlab.com) - Provides DevOps platform with all-remote company culture. ### **Docker Inc.** [Docker Inc.](https://www.docker.com/company) - Company behind Docker containerization platform. ## Recognized Ex [...]

mongodb.com/company December 30, 2025

[...] greSQL** [PostgreSQL](https://www.postgresql.org) - Advanced open source relational database. **MySQL** [MySQL](https://www.mysql.com) - World's most popular open source database. **MariaDB** [MariaDB](https://mariadb.org) - MySQL fork with additional features and better performance. **MongoDB** [MongoDB](https://www.mongodb.com) - Leading document-oriented NoSQL database. **Redis** [Redis](https://redis.io) - In-memory data structure store used as database, cache, and message broker. ### **Container & Cloud Technologies** **Kubernetes** [Kubernetes](https://kubernetes.io) - Industry-standard container orchestration pla [...]

mongodb.com/community/opensource-one-pager December 30, 2025

What does the Open Sources Projects 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.

[...] 024 for $6.4 billion 4. **[Databricks](https://www.databricks.com/)** - Data and AI platform - Built on Apache Spark - Valued at $43 billion 5. **[Confluent](https://www.confluent.io/)** - Data streaming (Apache Kafka) - Founded by Kafka creators - Publicly traded (NASDAQ: CFLT) 6. **[MongoDB](https://www.mongodb.com/)** - NoSQL database - Publicly traded (NASDAQ: MDB) - Market cap: $20+ billion 7. **[Elastic](https://www.elastic.co/)** - Search and analytics - Products: Elasticsearch, Kibana, Logstash - Publicly traded (NYSE: ESTC) ### Tech Giants with Major OSS Involvement 1. **[Microsoft](https [...]

mongodb.com/community/opensource-one-pager December 30, 2025

Google Gemini Flash (latest) (2 citations)

What are the best Open Source Projects options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.

[...] ](https://pytorch.org/) and [TensorFlow](https://www.tensorflow.org/) dominate machine learning, while [Hugging Face Transformers](https://huggingface.co/docs/transformers/index) is the leader in Natural Language Processing. * **Databases:** [PostgreSQL](https://www.postgresql.org/) (relational), [MongoDB](https://www.mongodb.com/community/opensource-one-pager) (NoSQL), and [Redis](https://redis.io/) (in-memory). * **Web Frameworks:** [React](https://react.dev/) (maintained by Meta) and [Next.js](https://nextjs.org/) (maintained by Vercel). ### 2. Top Companies and Service Providers These entities contribute significantly to open source while providin [...]

mongodb.com/community/opensource-one-pager December 30, 2025

What does the Open Sources Projects 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.

[...] ### 2. Best Products and Services (By Category) * **Cloud & Infrastructure:** [Kubernetes](https://kubernetes.io) (Container orchestration), [Docker](https://www.docker.com) (Containerization), and [Terraform](https://www.terraform.io). * **Databases:** [PostgreSQL](https://www.postgresql.org), [MongoDB](https://www.mongodb.com), and [Redis](https://redis.io). * **AI/Machine Learning:** [PyTorch](https://pytorch.org), [TensorFlow](https://www.tensorflow.org), and [Hugging Face](https://huggingface.co). * **Development Tools:** [VS Code](https://code.visualstudio.com) and [Git](https://git-scm.com). ### 3. Key Compani [...]

mongodb.com/community/opensource-one-pager December 30, 2025