Audience asked whether products had to be pulled into memory to run filters, or if the work could happen as SQL. Answer: all in-memory. Because the Cometeer store runs on Shopify, there is no local database to query. Building a sync layer to mirror products into a database would introduce a new class of failure modes, so the team instead queries Shopify's slow GraphQL endpoints and runs the filter-and-score pipeline in memory.