How often is soda.io cited by AI models?

soda.io was cited 2 times by AI models, representing 0.3% of all source citations.

Which AI models cite soda.io?

soda.io 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 soda.io's ranking among source domains?

soda.io ranks #52 out of 128 source domains analyzed (with 62 brands also tracked).

What brands are associated with soda.io?

AI models reference soda.io 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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Share of Voice

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About soda.io (Developer Tools)

This page provides details about soda.io (Developer Tools) which was ranked #52 out of 128 in the list of sources (2 citations (0.3% 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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Voice

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Citations

Used by AI Models

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Pages from soda.io (1 link)

URL Path	Citations	Position
soda.io	2	48

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.

[...] ter.io/) **Data integration (ELT/ETL)** - [Fivetran](https://www.fivetran.com/) - [Airbyte](https://airbyte.com/) - [Informatica](https://www.informatica.com/) **Data quality / observability** - [Monte Carlo](https://www.montecarlodata.com/) - [Great Expectations](https://greatexpectations.io/) - [Soda](https://www.soda.io/) **Catalog / governance** - [Collibra](https://www.collibra.com/) - [Alation](https://www.alation.com/) - [Atlan](https://atlan.com/) **Reverse ETL / activation (operational analytics)** - [Hightouch](https://hightouch.com/) - [Census](https://www.getcensus.com/) --- ## 3) “Best” products/servi [...]

soda.io December 30, 2025

[...] bt](https://www.getdbt.com/) 6) **Governance/catalog**: [Collibra](https://www.collibra.com/), [Alation](https://www.alation.com/), [Atlan](https://atlan.com/) 7) **Data quality/observability**: [Monte Carlo](https://www.montecarlodata.com/), [Great Expectations](https://greatexpectations.io/), [Soda](https://www.soda.io/) --- ## 5) Influential figures & thought leaders (widely cited) Foundational BI / warehousing thinkers: - [Ralph Kimball](https://www.kimballgroup.com/) (via [Kimball Group](https://www.kimballgroup.com/)) - [Bill Inmon](https://www.inmoncif.com/) ([Inmon Data Systems](https://www.inmoncif.com/)) [...]