What question did this study set out to answer?

The aim is to define the revenue structure of the ECHO AI dialogue platform and its economic implications.

March 28, 2026Open Access

ECHO: A Royalty-Based AI Dialogue Platform — Full Business Model Architecture (v1.1)

Key Points

The aim is to define the revenue structure of the ECHO AI dialogue platform and its economic implications.
Describes a three-layer revenue model consisting of streaming, membership fees, and emotional value payments.
Analyzes existing economic frameworks in AI dialogue platforms.
Identifies streaming as the base layer of revenue.
Establishes ECHO Fan Club membership as an essential revenue stream.
Introduces Hikari as a unique layer assessing emotional engagement per dialogue.

Abstract

ECHO is a dialogue-based AI platform in which fans interact with AI representations of artists, philosophers, and thinkers. This version (v1.1) clarifies the three-layer revenue model: (1) Streaming/iTunes as the existing layer, (2) ECHO Fan Club membership fees as the access layer, and (3) Hikari (光貨) as the per-dialogue emotional value layer. ECHO does not compete with streaming — it adds a new economic layer above it.

ECHO: A Royalty-Based AI Dialogue Platform — Full Business Model Architecture (v1.1)

Key Points

Abstract

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