---
id: "concept-doing-to-learn-approach"
type: "concept"
source_timestamps: ["\\\"§ Leverage Real-time", "Data-based Customer Insights\\\""]
tags: ["agile-methodology", "product-development", "iteration"]
related: ["concept-algorithmic-resource-matching", "action-implement-real-time-feedback", "entity-org-pop-mart"]
definition: "An agile product development strategy where companies release early concepts, gather real-time market feedback, and iterate designs dynamically to align with shifting consumer attention."
sources: ["attention"]
sourceVaultSlug: "hbr-seg-attention"
originDay: 4
articleStem: "hbr-foci-68-popmart-attention-economy"
sourceUrl: "https://hbr.org/2025/07/how-pop-mart-won-young-customers-in-a-fragmented-attention-economy"
sourceTitle: "How Pop Mart Won Young Customers in a Fragmented Attention Economy"
---
# Doing-to-Learn Approach

The 'doing-to-learn' approach is an agile product development methodology suited for the fragmented attention economy. Rather than perfecting a product in isolation before a massive launch, companies release concepts, collect real-time market feedback, and iterate the design accordingly. This approach maximizes the chance of success because it relies on actual user engagement data rather than internal assumptions.

For example, [[entity-org-pop-mart|Pop Mart]] releases character designs, monitors which ones foster strong connections with users, and then swiftly adjusts its product development resources to catch and ride those trendy topics among young customers.

**How it connects.** Doing-to-learn is the design-iteration counterpart to [[concept-algorithmic-resource-matching|algorithmic resource matching]] (which handles supply/marketing scaling); together they constitute the reactive core of [[framework-algorithmic-product-lifecycle|Algorithmic Product Lifecycle Management]]. It is operationalized by [[action-implement-real-time-feedback|building real-time feedback infrastructure]].

**Enrichment note.** This concept maps directly onto the Lean Startup 'build-measure-learn' loop (Eric Ries) and formalized agile product management — release an MVP, measure engagement, iterate — which the adjacent literature identifies as the canonical framing for this idea.


## Related across articles
- [[concept-gen-ai-mvp]]
- [[concept-digital-governance]]