How often is iceberg.apache.org cited by AI models?

iceberg.apache.org was cited 2 times by AI models, representing 0.2% of all source citations.

Which AI models cite iceberg.apache.org?

iceberg.apache.org is cited by 1 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 iceberg.apache.org's ranking among source domains?

iceberg.apache.org ranks #82 out of 255 source domains analyzed (with 122 brands also tracked).

What brands are associated with iceberg.apache.org?

AI models reference iceberg.apache.org when discussing brands like various brands.

How is source ranking determined?

Sources are ranked by 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.). Sources appearing earlier in AI responses receive higher prominence scores.

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About iceberg.apache.org (Developer Tools)

This page provides details about iceberg.apache.org (Developer Tools) which was ranked #82 out of 255 in the list of sources (2 citations (0.2% share)) in answers from AI models (OpenAI ChatGPT Latest) when they were asked the following 1 question: "What does the Analytics & BI 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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Citations

Used by AI Models

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Pages from iceberg.apache.org (1 link)

URL Path	Citations	Position
iceberg.apache.org	2	15

Citations from AI Responses

OpenAI ChatGPT Latest (2 citations)

What does the Analytics & BI 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.

[...] loud.google.com/), [AWS](https://aws.amazon.com/), and [Oracle Cloud](https://www.oracle.com/cloud/). - **Lakehouse + open table formats** gaining mindshare: platforms built around the “lakehouse” idea (see [Data lakehouse (Wikipedia)](https://en.wikipedia.org/wiki/Data_lakehouse)) and formats like [Apache Iceberg](https://iceberg.apache.org/), [Delta Lake](https://delta.io/), and [Apache Hudi](https://hudi.apache.org/). - **Metrics/semantic layer focus**: reducing metric inconsistency and “dashboard drift” via centralized definitions (see [Semantic layer (Wikipedia)](https://en.wikipedia.org/wiki/Semantic_layer)). - **AI copilots embed [...]

iceberg.apache.org December 30, 2025

[...] ps://airflow.apache.org/) - **Semantic/metrics consistency as a product**: [dbt](https://www.getdbt.com/) - **Real-time analytics**: [Materialize](https://materialize.com/), [ClickHouse](https://clickhouse.com/), [Apache Kafka](https://kafka.apache.org/) - **Open table formats** becoming strategic: [Apache Iceberg](https://iceberg.apache.org/), [Delta Lake](https://delta.io/), [Apache Hudi](https://hudi.apache.org/) ### Emerging / newer-generation BI & analytics products (often evaluated alongside incumbents) - [Hex](https://hex.tech/) (collaborative analytics) - [Sigma Computing](https://www.sigmacomputing.com/) (spreadsheet-like BI o [...]