Where to start
Start with one Saudi city and one clear category, then hand revenue a list they can route by area.
Keep Dubai, Abu Dhabi, and Sharjah as separate runs while Arabic-English context stays intact.
Growth teams that need a large city split into clear districts and sellable categories.
Business teams comparing multiple sectors while keeping city context and ownership clear.
