Kiti

I tested KITI by feeding it a TikTok pasta recipe and a Reddit one-pot chicken dish — the parser caught both ingredient lists correctly, including substitutions like 'or sub yogurt for sour cream'. The kit assembly mapped cleanly for the pasta but missed gochujang on the chicken dish, which it tried to swap for sriracha (close but not the same flavor). For mainstream weeknight recipes this is genuinely useful — the alternative is screenshotting the video, writing the list manually, and then hoping the supermarket has everything. For specialty cuisines, you'll still want to verify the ingredient list before checkout. The creator-affiliate angle is the most interesting part: if you make recipe content, this is closer to a Substack-paid-tier than a pure consumer cooking app.

★★★★☆ 4/5