How we review — and why you can trust the picks.

Every word is written by Stephen, Predrop's founder & curator. Solo builder with 10+ years across AI tooling, dev infrastructure, and indie SaaS. Reads 100+ AI launches a week and writes every Predrop review by hand — no AI-generated copy, every affiliate relationship disclosed inline.

There is no anonymous review team and no outsourced copy. If a review has an opinion, it's a person's opinion, and the byline on every article links back here.

We scan Product Hunt, Dealify, DealMirror, PitchGround, Hacker News, founder DMs, and the corners of X where builders actually post. From that pile, very few make it through. The bar:

• It has to ship something we'd use ourselves — if we can't use it today, it doesn't run.
• The pricing has to be honest — no "lifetime" that quietly caps usage to a teaser tier without saying so.
• The team has to be reachable, so we can verify the deal terms before we publish them.
• There has to be a real reason to look now — a launch window, a deadline, or a redemption cap.

Prices, tiers, refund windows, and redemption deadlines are read off the marketplace listing at the time we publish and re-stated in plain language. Where a claim is the vendor's ("22,000 templates," "works in every inbox"), we say so and grant it provisionally rather than presenting it as our own finding.

Lifetime-deal terms change and deals get pulled without notice. When a deal expires we keep the post up as a record and mark it expired rather than quietly deleting it.

• Commission never decides a feature. If a non-affiliate tool is the right pick, it runs and the link is a normal URL. We flag those as editorial-only on the page.
• No AI-generated reviews.Models don't write our opinions. We use the tools and write what we found.
• Gotchas are surfaced, not buried. Every review has a "watch out for" section, because the catch is the part you actually need.
• No hidden sponsorships. Anything paid for is labelled in the same place every time.

Most picks link out through /go/[slug] — an affiliate redirect. If you buy through it, Predrop may earn a commission at no extra cost to you. It's how the newsletter stays free. Every page that carries an affiliate link discloses it inline, not just in a footer.

Get something wrong and we fix it. If a price, tier, or claim is out of date, email hi@predrop.ai and it gets corrected — replies go straight to Stephen.