Use recent sale-to-asking outcomes to set your ceiling
You're trying to decide how aggressive your offer needs to be to get a home without overpaying. My guidance set your offer strategy around what recent accepted deals actually supported, then choose your terms with intent.
One number to respect from recent data is this recent accepted deals in West Raleigh, NC landed about 97.6% of asking last month for single family homes plus condos and townhomes. A typical sale closed at $394,100, and a typical sale took 36 days. The practical impact is leverage is rarely just price. Some metrics were not reported for this period. Still, when typical outcomes sit under asking at 97.6% and the typical closing timeline is 36 days, the cleanest path is to target homes where your offer can look simple and certain while staying disciplined on price. Set your offer ceiling before you tour, using 97.6% of asking as a reality check rather than a rule. I recommend writing offers that are clean on timing and documentation so your price does not have to do all the work. If a home is priced far above what a $394,100 typical close suggests for your target segment, adjust fast and move on instead of negotiating against yourself.