Building AI Products Users Actually Use
Practical lessons for turning AI ideas into workflows, tools, and real user value.
Insights
Guides, technical notes, and product lessons from building Sharetribe marketplaces, mobile apps, AI workflows, payment systems, and scalable web products.
Practical lessons for turning AI ideas into workflows, tools, and real user value.
Latest thinking
10 articles
Use AI to improve discovery, support, moderation, and operations in real marketplace workflows.
A practical roadmap for launching a mobile marketplace with the right flows, screens, and priorities.
Core architecture, listing flows, transactions, and extensions for building a scalable marketplace.
How tailored workflows can support bookings, offers, shipping, payouts, and edge cases.
Improve discovery with better collection pages, content structure, metadata, and internal linking.
From smart search to summaries and fraud signals, practical AI features that create real value.
Combine marketplace operations with a content layer for blogs, landing pages, guides, and SEO.
Design payment flows that support cards, wallets, split payouts, subscriptions, and regional needs.
Build for growth with operations dashboards, mobile apps, data tools, and repeatable workflows.
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