What Competitor Analysis Actually Tells You

Most competitor analysis produces a spreadsheet of keywords and a vague sense that the market leader is doing something clever. Both are close to useless.

The useful version asks a different question: what is every listing in this category failing to do? Because that is the gap you can actually take.

Look at the images before the keywords

Open the top ten listings for your main search term and look only at the galleries. Ignore the copy entirely for ten minutes.

You are looking for:

What everyone shows. If nine of ten lead with a plain product-on-white and slot two is a feature callout, that is the category convention. Breaking it is a decision, not an accident — sometimes right, but know you are doing it.

What nobody shows. This is the valuable one. Very often no listing in a category shows scale, or what is in the box, or the product actually in use by a person. If eight of ten galleries never establish size, that is not a coincidence — it is a shared blind spot, and it is the cheapest differentiator available to you.

Where the good one is better. Usually the market leader is not out-designing everyone. They have simply answered one more buyer question than the rest.

Read the reviews for the questions, not the sentiment

Star ratings tell you almost nothing you can act on. The three-star reviews are where the money is, because they are written by people who neither loved nor hated the product and will therefore tell you what surprised them.

Sort by most recent, read thirty, and write down every sentence that starts with "I didn't realise" or "I wish I'd known". That list is your gallery brief. It is a better brief than anything a keyword tool will give you, because it is composed entirely of things real buyers got wrong from the listing.

One 2026 caveat: since 12 February 2026 Amazon no longer pools reviews across variations that differ in functionality, performance, formulation or intended use. When you are reading a rival's reviews, check whether you are reading reviews of the variant you think you are — the count on a child ASIN may no longer be the parent's history.

Keywords: useful, but narrower than people think

Keyword research tells you what people type. It does not tell you what makes them buy, and since July 2026 it is a smaller lever than it was, because the title is now capped at 75 characters including spaces. You cannot carry twenty terms any more. You carry about four, plus item highlights.

So the analysis that matters is not "what terms does my competitor rank for" — it is "which two or three terms are worth spending my 75 characters on". That is a shorter list and a harder decision.

What changed about the competition itself

From July 2026 Amazon began removing the separate preliminary seller-eligibility step for the Featured Offer, with rollout targeted through the end of the year. More offers now enter consideration on a given listing.

The practical read: on listings where you previously did not have to think about certain sellers, you might now. Being visible is less of a moat than it was, and the listing has to do more of the persuading on its own.

What not to copy

Their claims. You do not know what documentation they hold, and "everyone in the category says antibacterial" is not a defence.

Their price. You do not know their landed cost, their ad spend or whether they are buying share deliberately.

Their stuffed title. Anything over 75 characters is now non-compliant and living on borrowed time. Copying it copies a problem.

Their mistakes. The most common outcome of competitor analysis is a listing that looks exactly like every other listing in the category, because you averaged your rivals. Averaging your rivals is a strategy for finishing fourth.

The one-page output

If your analysis does not fit on one page, it was research rather than analysis. What you want at the end is:

• The two or three search terms worth the title characters.
• The buyer questions no listing in the category currently answers.
• The one thing you will do that none of them do.

That last line is the whole point. Everything before it is just how you found it.