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Shipping, Trust & Reviews

Thoughts on building trust, shipping fast, and honest social proof.

Nobody Trusts a Vibe-Coded App. Here's How to Fix That

AI-built apps work, but visitors can't tell if real people use them. Here's how vibe-coded apps earn trust with verified reviews and public replies.

Compare free Trustpilot alternatives for indie SaaS and AI-built apps. Review caps, widget limits, verification and rich snippets, side by side.