How AI shopping assistants choose which products to surface
A practical look at how AI assistants and answer engines read product data — and how to structure your catalog so your products get found.
Writing
The BuildSellSecure blog
Practical tutorials, checklists, and teardowns across three tracks: AI ecommerce automation, production SaaS, and application security. New posts land twice a week. Subscribe via RSS.
Latest articles
Why most side projects die at the deploy step
The gap between a prototype and a production SaaS — auth, billing, databases, Docker, TLS, CI/CD, monitoring, and backups — and how to close it.
Structured product data: the foundation of AI and search discovery
Why consistent product fields make your catalog legible to search engines and AI assistants, and where to start cleaning.
Stripe webhooks without double-charging customers
Signature verification, idempotency, and retry handling for subscription billing, so webhooks never double-provision.
Prompt injection explained for web developers
Direct and indirect prompt injection, and the defensive patterns that reduce the risk in AI features.
Planned topic clusters
Ecommerce automation
Cluster: AI product discovery
- How AI shopping assistants choose which products to surface
- Structuring product data for search and answer engines
- Abandoned-cart automation that does not annoy customers
Production SaaS
Cluster: Ship to production
- Deploying a React and Node app with Docker and Nginx
- Stripe webhooks without double-charging customers
- Zero-downtime deploys with GitHub Actions
App security
Cluster: Defend what you ship
- Prompt injection: what it is and how to reduce the risk
- A practical OWASP API security checklist for SaaS
- Safe, local security labs you can run in Docker
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