Cigar retailers can face paid-media restrictions that make their acquisition mix different from many unrestricted retail categories. That does not prove organic search is the primary scalable channel, but it does make channel-by-channel measurement especially important when deciding where to invest.
Start by separating local discovery, ecommerce purchase intent, and research intent. A search for a nearby lounge, a query for a specific cigar product, and an educational query can all create value through different paths, so combining them into one undifferentiated ROI number can hide what is actually working.
A query containing Padron 1964 is an example of ecommerce intent. Use queries like this to classify intent, then measure their demand and conversions in your own data before expecting sales from them.
Define the business model before choosing KPIs: a walk-in lounge, an online retailer, a private-label brand, or a mixed operation will not use the same conversion evidence. The cigar SEO statistics guide provides benchmark context, and ROI decisions should rest on first-party performance data compared against those benchmarks.