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

spark.apache.org was cited 2 times by AI models, representing 0.1% of all source citations.

Which AI models cite spark.apache.org?

spark.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 spark.apache.org's ranking among source domains?

spark.apache.org ranks #109 out of 255 source domains analyzed (with 122 brands also tracked).

What brands are associated with spark.apache.org?

AI models reference spark.apache.org when discussing brands like Real-time Analytics.

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 spark.apache.org (Charity & Non-profit)

This page provides details about spark.apache.org (Charity & Non-profit) which was ranked #109 out of 255 in the list of sources (2 citations (0.1% 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. This source is referenced for brands: Real-time Analytics.

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Citations

Used by AI Models

Model	Voice	Position	Citations
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Pages from spark.apache.org (1 link)

URL Path	Citations	Position
spark.apache.org	2	86

Brands Referenced By This Website (1 brand)

Brand	Voice	Mentions
Real-time Analytics	1%	6

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.

[...] ngleStore](https://www.singlestore.com/) ### C) The “must-have” adjacent layer: transformation, orchestration, quality, catalog These are often critical to whether BI succeeds: **Transformation / modeling** - [dbt](https://www.getdbt.com/) (dbt Labs: [dbt Labs](https://www.getdbt.com/company/)) - [Apache Spark](https://spark.apache.org/) **Orchestration** - [Apache Airflow](https://airflow.apache.org/) - [Dagster](https://dagster.io/) **Data integration (ELT/ETL)** - [Fivetran](https://www.fivetran.com/) - [Airbyte](https://airbyte.com/) - [Informatica](https://www.informatica.com/) **Data quality / observability** - [Monte Car [...]

spark.apache.org December 30, 2025

[...] uery](https://cloud.google.com/bigquery), [Redshift](https://aws.amazon.com/redshift/), [Azure Synapse](https://azure.microsoft.com/en-us/products/synapse-analytics/), [ClickHouse](https://clickhouse.com/) 3) **Compute & query engines**: [Trino](https://trino.io/), [Presto](https://prestodb.io/), [Apache Spark](https://spark.apache.org/) 4) **Streaming / real-time analytics**: [Apache Kafka](https://kafka.apache.org/), [Confluent](https://www.confluent.io/), [Materialize](https://materialize.com/) 5) **Modeling/metrics**: [dbt](https://www.getdbt.com/) 6) **Governance/catalog**: [Collibra](https://www.collibra.com/), [Alatio [...]