---
title: "How we develop pricing and packaging at Fin"
description: "Pricing and packaging at Fin is treated as a cross-functional research, forecasting, and strategic problem rather than a finishing step. When new monetization is needed, the process starts with qualitative buyer research to define a pricing model and metric; for Fin, that produced value-based pricing tied to “outcomes,” each defined as the AI Agent successfully handling a customer service query. Quantitative willingness-to-pay studies using Gabor-Granger and Van Westendorp then indicate demand across price points, but do not establish a perfect price. Modeling combines those signals with discounting, usage, segment variation, attach rates, margins, sales capacity, competitor pricing, and finance forecasts to recommend a price alongside ARR and adoption scenarios before executive sign-off. The approach is iterative and applied selectively, while expanding products and capabilities create an ongoing need to review whether the pricing system remains coherent and aligned with delivered value."
---

# How we develop pricing and packaging at Fin

[Intercom](https://yomu.fyi/company/intercom) · Sophie Woods · May 20, 2026

**Type:** Explainer

## Summary

Pricing and packaging at Fin is treated as a cross-functional research, forecasting, and strategic problem rather than a finishing step. When new monetization is needed, the process starts with qualitative buyer research to define a pricing model and metric; for Fin, that produced value-based pricing tied to “outcomes,” each defined as the AI Agent successfully handling a customer service query. Quantitative willingness-to-pay studies using Gabor-Granger and Van Westendorp then indicate demand across price points, but do not establish a perfect price. Modeling combines those signals with discounting, usage, segment variation, attach rates, margins, sales capacity, competitor pricing, and finance forecasts to recommend a price alongside ARR and adoption scenarios before executive sign-off. The approach is iterative and applied selectively, while expanding products and capabilities create an ongoing need to review whether the pricing system remains coherent and aligned with delivered value.

## Context

Pricing and packaging work is typically triggered by a new offering that needs monetization. Fin must balance customer needs and expectations, product value, and broader business objectives, while its expanding product and Agent capabilities create a need to make separate pricing decisions fit into a coherent system.

## Approach / What changed

Fin’s ideal process has four stages: foundational qualitative research to establish the pricing model and metric; quantitative willingness-to-pay research to assess price sensitivity; modeling that combines those signals with commercial, usage, financial, and operational constraints; and executive sign-off before implementation. The process is iterative, and its rigor varies with the importance and uncertainty of the decision.

## Takeaways

- Fin uses a value-based pricing model for its AI Agent: customers pay when Fin delivers an outcome, defined as resolving a customer service query with no further help needed.
- Gabor-Granger and Van Westendorp studies show willingness to pay and demand at different price points, helping frame growth-versus-revenue trade-offs without producing a definitive perfect price.
- Modeling adjusts willingness-to-pay signals for discounting, segment usage, attach rates, sales capacity, competitor pricing, margins, and other constraints to produce price, ARR, and adoption scenarios.

**Tags:** [AI](https://yomu.fyi/topic/ai), [Data Science](https://yomu.fyi/topic/data-science), [Pricing](https://yomu.fyi/topic/pricing)

- Source: [Intercom](https://www.intercom.com/blog/how-we-develop-pricing-and-packaging-at-fin)
- Source URL: https://www.intercom.com/blog/how-we-develop-pricing-and-packaging-at-fin
- Ingested by Yomu: 2026-09-09T08:21:24.266Z

[Read original post](https://www.intercom.com/blog/how-we-develop-pricing-and-packaging-at-fin)