You analyze market depth and competitor fragmentation by examining sales distribution across top listings in your target niche. Healthy fragmentation occurs when sales revenue is spread evenly among ten or more distinct brand listings rather than monopolized by one or two dominant sellers. Strong market depth means page one listings demonstrate high search volume and consistent daily order volume. Avoid niches where top brand listings capture most of the sales or where sponsored ad spaces dominate.