Lore

Product Opportunity Explorer Products Tab (Clickshare & Competitor Distribution)

Overview

The Products tab inside a Amazon Product Opportunity Explorer keyword view shows the existing listings competing for a search term: their clickshare, prices, and customer sentiment (ratings and review counts).

Signals to read

Why it matters

Rawlings treats fragmented clickshare plus thin review counts among lower-ranked competitors as the practical measure of how hard it is to reach page one — read directly off free Amazon data rather than guessed from star ratings alone.

"because Amazon served it up to us on a silver platter"

Sibling tabs of the same keyword view: Product Opportunity Explorer Trend Tab Signals, Purchase Drivers Feature Impact Analysis, Negative Review Topic Mining for Product Development.

Return Ratio & Exact-Match Competitor Count

Two additional checks available on this tab before committing to a product: the return ratio (a proxy for product-quality/fit risk — a high return rate signals a problem with the product concept itself, not just the listing), and the count of competitors selling an exact matching product set (a truer competition read than clickshare alone, since near-duplicate listings depress the value of ranking well). Apply: use Opportunity Explorer to check return-rate risk and true competitor counts for a product idea before sourcing it.

Click Share / Impression Share as Leading Indicators

Track a product's click share and ad impression share within its niche over time, not just raw sales. Because these move before rank and revenue fully reflect a change, they work as leading indicators of improving competitive position — a rising click/impression share signals organic and ad performance gains that will show up in sales later.

Format-Gap Analysis

Product Opportunity Explorer's competitor/format distribution data can be used to find format gaps inside a niche that's already validated, rather than only sourcing brand-new categories. Example: a niche may have only one hemp-based competitor in a sub-segment (e.g. menstrual-pain cream), or be dominated by one format (creams) with almost no entrants in an adjacent format (roll-ons) — a gap a seller can fill by porting an existing product format (e.g. an existing hemp roll-on) into the adjacent niche rather than developing something new.