I launched a small Shopify app for HTS code suggestions. The straightforward products look good. The awkward part is the long tail: vague titles, missing materials, bundles, and variants that inherit the wrong description. I could spend months improving matching before talking about it, or let real catalogs show me which failures actually matter. For people who have launched narrow B2B tools, what did you need to trust before asking strangers to try it?   submitted by   /u/LowMixture1084 [link]   [comments]