Lore

Brand-Driven vs. Keyword-Driven Competitor Sales

Overview

A diagnostic for deciding whether a top competitor's sales are actually replicable through keyword targeting, or whether they come from traffic you cannot compete for.

Non-replicable traffic sources

Top sellers often win via branded search driven by off-Amazon marketing (TikTok, Walmart listings, physical retail placement), or ultra-competitive generic terms they already dominate outright. Neither is capturable by out-keywording them in a competitor set analysis.

Niching down to test it

Repeatedly narrow the niche definition (e.g. leather → buffalo leather) to isolate a specific keyword set and check whether an expensive-looking competitor's sales hold up within it. If their sales evaporate once brand-search-driven volume is stripped out, that's a red flag — their success isn't keyword-driven and can't be replicated. If sales persist, it is keyword-driven and worth pursuing.

Categorizing a Competitor's Traffic Sources

Before assuming a top seller's rank is replicable, split their traffic into three buckets: branded search or off-Amazon-driven demand (their own name or external channels), highly competitive generic keywords they already dominate and that a new entrant likely cannot win, and generic keywords that are realistically winnable. As the guest puts it, "Some of the best sellers are often on keywords you cannot compete on" — so replicating a competitor's overall rank is not the same as replicating the specific keywords driving it.

Diagnosing Dominance: B Button and the Outlier Bucket

Two Data Dive signals help decide whether a dominant competitor is actually beatable rather than just assumed to be:

The point of both is to trace a competitor's dominance to its actual source — brand recognition and off-Amazon retail presence (unbeatable) versus pure on-Amazon keyword and listing strength (beatable) — so the decision to compete or avoid is made from data instead of gut feeling: "Can I beat Bagsmart with my own toiletry bag? No, I really cannot, and I need to understand that I cannot beat them because otherwise I'll be wasting money trying to beat them."