Mumbai concentrates more competing businesses into a smaller radius than any other Indian market. Within a few kilometres of Andheri station there are hundreds of clinics, salons, gyms, restaurants, brokers and professional practices, and most of them are eligible for the same map results. When supply is that dense, the map pack stops being a brand contest and becomes a proximity and relevance contest: the searcher is shown the nearest businesses that plausibly match what they typed, and everything beyond that ring is invisible regardless of how good its website is.
That has a direct consequence for how profile work should be scoped. A single profile cannot cover Andheri, Bandra and Thane, because a profile is attached to one verified address or service area. Businesses that operate from two or three premises need two or three profiles with genuinely different categories, hours and photographs — not one profile with a list of suburbs in the description. The description field does not extend your radius, and adding location words to the business name is a suspension risk rather than a ranking tactic.
Competition also shapes what a profile has to prove. In Mumbai categories with high review volume — restaurants, salons, dental and skin clinics, diagnostics, gyms — searchers scan rating, review recency and how the business replies before they tap call or directions. A profile with 200 reviews and no replies reads worse than one with 60 reviews answered properly, because the reply is the only visible evidence that anyone is paying attention.