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MB Crosier Samuel

MB Crosier Samuel

MS/MBA Candidate at Harvard, Operations & Growth, AI & Marketing Blogger

mbsamuel
Cambridge, Massachusetts, United States
Joined May 2025

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Summary

MB Crosier Samuel is deeply engaged in the intersection of AI and marketing, regularly publishing thoughtful analyses on topics like AI search optimization (GEO), the opportunity of AI apps in platforms like ChatGPT, and the practical application of AI avatars in sales and customer engagement. mbsamuel+4
She possesses a strong background in strategy and operations, cultivated through her roles as a Senior Associate Consultant at Bain & Company and in Operations & Growth at Stytch, providing her with a comprehensive understanding of business scaling and efficiency.
As a student in Harvard's MS/MBA: Engineering Sciences program, she combines advanced business acumen with technical engineering knowledge, reflecting a multidisciplinary approach to problem-solving and innovation. mbsamuel
Her personal website and blog serve as a platform for sharing practical resources and insights for startups, particularly concerning early-stage marketing, competitive intelligence, and the transition for consultants entering the startup ecosystem. mbsamuel+3

Work

Education

Projects

Writing

The AI Apps Opportunity

November 5, 2025

Analyzes OpenAI's Apps in ChatGPT, the Model Context Protocol, and the implications for app discovery and distribution, suggesting it could rival early Windows or mobile app stores.

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(Super Early Stage) Startup Marketing

September 22, 2025

Provides tactical, low-cost marketing steps for very early-stage startups, covering SEO basics, analytics, UTM parameters, and self-reported attribution.

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Zola is a Bank

July 25, 2025

Examines how Zola and other wedding registries function like banks by accepting deposits, holding funds, and potentially earning interest on 'float,' similar to Starbucks' model.

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How I'm Using AI for Wedding Planning

June 11, 2025

Shares practical tips and insights on leveraging AI tools to streamline and enhance the wedding planning process.

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Why Write?

June 1, 2025

Articulates the rationale and benefits behind writing and publishing content publicly on the internet.

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AI Avatars: BDR's Replacement or Best Friend?

April 7, 2025

Explores the role of AI avatars in sales, specifically discussing Hubspot's 'Fiona' and their potential to engage low-intent prospects and optimize sales team efficiency.

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AI Search Optimization

March 3, 2025

Discusses the evolving landscape of AI-driven search, offering learnings on how to optimize for inclusion in large language model training data and web search results (Generative Engine Optimization - GEO).

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The Most Successful Ad I've Ever Run

September 1, 2024

Reflects on the importance of authenticity, risk-taking, and occasional mistakes in effective marketing campaigns.

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Resources for Moving from Consulting to a Startup

August 19, 2024

A compilation of valuable resources for individuals transitioning from consulting roles to startup environments, covering job searching, interviewing, and negotiation.

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Competitive Marketing Resources

July 15, 2024

A curated list of handy sites and tools for monitoring and comparing competitors effectively, especially for those operating on a limited budget.

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MCP in Context

A Substack where she shares her learnings and insights about the Model Context Protocol and the broader field of Artificial Intelligence.

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Hobbies

Enjoys running, crosswords, travel, and exploring local history. mbsamuel