Pitching Glean to a chief technology officer: discovery, objections and a pilot plan

Quick Overview

A customer interaction question asking how a PM would sell Glean, the enterprise search and AI assistant, to a prospective customer's chief technology officer. It tests buyer discovery, a value proposition tied to technical priorities, handling security and build-versus-buy objections, and proposing a pilot with success criteria.

Pitching Glean to a chief technology officer: discovery, objections and a pilot plan

Company: Glean

Role: Product Manager

Category: Product Design & Strategy

Difficulty: medium

Interview Round: Other

You are trying to convince the chief technology officer (CTO) of a prospective customer to adopt Glean, the enterprise search and AI assistant that works across a company's apps and data. How would you sell it to them? ```hint Sell to this buyer A CTO owns the technology stack, the security posture and the decision whether to build or buy. Work out what this person would need to believe before agreeing to a next step. ``` ### Clarifying Questions - What size and kind of company is this, and does the CTO also own internal IT and security, or do other leaders hold those? - Is this a first conversation, or is an evaluation already underway? - Is the CTO also weighing an internal assistant built on the company's own data, or the AI features in tools the company already licenses? - Is the aim of this conversation a pilot or a company-wide agreement? ### What a Strong Answer Covers - Preparation on the company and the CTO's priorities, and a meeting that opens with discovery rather than a feature list. - A value proposition tied to what a CTO cares about: engineering productivity, a governed way to use AI on company data, and tool sprawl. - Direct, accurate answers on security, permissions, data handling and integration effort. - Positioning against the real alternatives, especially building in-house and AI bundled into existing suites. - A concrete next step with agreed success criteria, such as a scoped pilot. ### Follow-up Questions - The CTO says the team could build the same thing with a language model API and a vector database in one quarter. How do you respond? - The security lead joins the next meeting and asks what happens to company data sent to the language model. What do you need to have ready? - The pilot shows heavy use in engineering but little elsewhere. How do you make the case for a company-wide rollout?

Overview: A customer interaction question asking how a PM would sell Glean, the enterprise search and AI assistant, to a prospective customer's chief technology officer. It tests buyer discovery, a value proposition tied to technical priorities, handling security and build-versus-buy objections, and proposing a pilot with success criteria.

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Glean
Sep 17, 2026
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You are trying to convince the chief technology officer (CTO) of a prospective customer to adopt Glean, the enterprise search and AI assistant that works across a company's apps and data. How would you sell it to them?

Clarifying Questions Guidance

  • What size and kind of company is this, and does the CTO also own internal IT and security, or do other leaders hold those?
  • Is this a first conversation, or is an evaluation already underway?
  • Is the CTO also weighing an internal assistant built on the company's own data, or the AI features in tools the company already licenses?
  • Is the aim of this conversation a pilot or a company-wide agreement?

What a Strong Answer Covers Guidance

  • Preparation on the company and the CTO's priorities, and a meeting that opens with discovery rather than a feature list.
  • A value proposition tied to what a CTO cares about: engineering productivity, a governed way to use AI on company data, and tool sprawl.
  • Direct, accurate answers on security, permissions, data handling and integration effort.
  • Positioning against the real alternatives, especially building in-house and AI bundled into existing suites.
  • A concrete next step with agreed success criteria, such as a scoped pilot.

Follow-up Questions Guidance

  • The CTO says the team could build the same thing with a language model API and a vector database in one quarter. How do you respond?
  • The security lead joins the next meeting and asks what happens to company data sent to the language model. What do you need to have ready?
  • The pilot shows heavy use in engineering but little elsewhere. How do you make the case for a company-wide rollout?