How many times was Locally Optimistic mentioned by AI?

Locally Optimistic was mentioned 7 times across all AI models analyzed, representing 6.3% of total mentions.

Which AI models mention Locally Optimistic?

Locally Optimistic 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 Locally Optimistic's ranking among mentioned brands?

Locally Optimistic ranks #9 out of 43 brands analyzed (with 162 web sources also tracked), with a 6.3% share of voice.

What type of entity is Locally Optimistic?

Locally Optimistic 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 Locally Optimistic mentioned?

Locally Optimistic appears in 1 question: 1. "If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.".

Share of Voice

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About Locally Optimistic (organization)

This page provides details about Locally Optimistic (organization) which was ranked #9 out of 43 in the list of brands (7 mentions (6.3% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest)) when they were asked the following 1 question: "If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." 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
locallyoptimistic.com
locallyoptimistic.com/community

Citations from AI Responses

If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.

[...] atascience/)** - Data science community - **[r/tableau](https://www.reddit.com/r/tableau/)** - Tableau-specific subreddit - **[r/PowerBI](https://www.reddit.com/r/PowerBI/)** - Power BI community - **[dbt Community](https://www.getdbt.com/community/)** - Slack community for analytics engineers - **[Locally Optimistic](https://locallyoptimistic.com/)** - Community for data professionals - **[Data Talks Club](https://datatalks.club/)** - Community with free courses and events ### Professional Organizations - **[TDWI (Transforming Data with Intelligence)](https://tdwi.org/)** - Education and research in BI and da [...]

December 30, 2025

[...] - **Fundamentals of Data Engineering** (Joe Reis, Matt Housley) — [O’Reilly book page](https://www.oreilly.com/library/view/fundamentals-of-data/9781098108298/) --- ## 7) Communities that are actually useful - **dbt Community** — [Join dbt Community](https://www.getdbt.com/community/join) - **Locally Optimistic** (analytics/BI practitioners) — [Locally Optimistic community](https://locallyoptimistic.com/community/) - **DataTalks.Club** — [DataTalks.Club](https://datatalks.club/) - **Stack Overflow** (Q&A) — [Stack Overflow](https://stackoverflow.com/) - **Reddit r/dataengineering** — [r/dataengineer [...]

December 30, 2025

[...] t Housley) — [O’Reilly book page](https://www.oreilly.com/library/view/fundamentals-of-data/9781098108298/) --- ## 7) Communities that are actually useful - **dbt Community** — [Join dbt Community](https://www.getdbt.com/community/join) - **Locally Optimistic** (analytics/BI practitioners) — [Locally Optimistic community](https://locallyoptimistic.com/community/) - **DataTalks.Club** — [DataTalks.Club](https://datatalks.club/) - **Stack Overflow** (Q&A) — [Stack Overflow](https://stackoverflow.com/) - **Reddit r/dataengineering** — [r/dataengineering](https://www.reddit.com/r/dataengineering/) - * [...]

December 30, 2025

[...] uggets.com/) ### Practitioner writing (often closer to day-to-day BI reality) - **dbt Blog** — [dbt Blog](https://www.getdbt.com/blog/) - **Tableau Blog** — [Tableau Blog](https://www.tableau.com/blog) - **Microsoft Power BI Blog** — [Power BI Blog](https://powerbi.microsoft.com/blog/) - **Locally Optimistic (articles)** — [Locally Optimistic](https://locallyoptimistic.com/) ### Newsletters (lightweight, high signal) - **Data Engineering Weekly** — [Data Engineering Weekly](https://www.dataengineeringweekly.com/) - **Data Elixir** — [Data Elixir](https://dataelixir.com/) ### Podcasts / shows - [...]

December 30, 2025

[...] iting (often closer to day-to-day BI reality) - **dbt Blog** — [dbt Blog](https://www.getdbt.com/blog/) - **Tableau Blog** — [Tableau Blog](https://www.tableau.com/blog) - **Microsoft Power BI Blog** — [Power BI Blog](https://powerbi.microsoft.com/blog/) - **Locally Optimistic (articles)** — [Locally Optimistic](https://locallyoptimistic.com/) ### Newsletters (lightweight, high signal) - **Data Engineering Weekly** — [Data Engineering Weekly](https://www.dataengineeringweekly.com/) - **Data Elixir** — [Data Elixir](https://dataelixir.com/) ### Podcasts / shows - **The Data Stack Show** — [The Data [...]

December 30, 2025

[...] arian essays on the state of the data industry. [Benn Stancil’s Substack](https://benn.substack.com/) * **Cassie Kozyrkov**: Former Chief Decision Scientist at Google; excellent at explaining statistics and AI. [Cassie.ai](https://www.cassie.ai/) ### 4. Communities & Resources for Learning * **Locally Optimistic**: A community for data practitioners to discuss the human and organizational side of data. [Locally Optimistic](https://locallyoptimistic.com/) * **dbt Slack Community**: One of the most active Slack groups for analytics engineers globally. [dbt Community](https://www.getdbt.com/community) * * [...]

December 30, 2025

[...] ie Kozyrkov**: Former Chief Decision Scientist at Google; excellent at explaining statistics and AI. [Cassie.ai](https://www.cassie.ai/) ### 4. Communities & Resources for Learning * **Locally Optimistic**: A community for data practitioners to discuss the human and organizational side of data. [Locally Optimistic](https://locallyoptimistic.com/) * **dbt Slack Community**: One of the most active Slack groups for analytics engineers globally. [dbt Community](https://www.getdbt.com/community) * **Maven Analytics**: A highly-rated training platform specifically for BI tools. [Maven Analytics](https://www.ma [...]

December 30, 2025

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About Locally Optimistic (organization)

Mentions by AI Model

Source Links

Citations from AI Responses