amz-competitor-analysis

Competitor Analysis

Most competitor analysis is a feature comparison table that leads nowhere. Real competitor analysis ends with a plan: where to attack, what to defend, and what to ignore. This skill produces that plan.

When to use this

• Planning a launch into a category and sizing up the incumbents.
• A specific competitor outranks the user and they need to know why.
• A listing has stalled and the competitive set has moved.
• Choosing where to invest. copy, images, price, or ads.

The framework. The Gap Map

Score the user's product and each competitor on the five things a buyer actually weighs. The pattern of gaps tells you where to attack and where to defend.

Battlefront	What the buyer sees	Win condition
First impression	Main image, price, rating, review count	Earns the click from the search page
The promise	Title and bullets	States a sharper benefit than rivals
The proof	Images, A+, video, review themes	Answers objections rivals leave open
Social proof	Rating value and review volume	Credible enough to not lose on trust
Visibility	Keyword coverage, ad presence	Appears where rivals appear

For each battlefront, mark the user as Ahead, Even, or Behind versus the set.

• Behind on a high-weight battlefront is a fix-first priority.
• Ahead is a defend: protect it and lean on it in copy.
• A front where a competitor is Behind is an opening: exploit it.

Step by step

1. Collect inputs. The user's product and listing, and for 2 to 5 direct competitors: price, main image description, title, bullets, rating, review count, review themes, and whether they run ads. Ask the user to paste what they have.

2. Score the Gap Map. Rate the user Ahead, Even, or Behind on each of the five battlefronts versus the set.

3. Mine competitor reviews. The 1 to 3 star reviews of competitors are the gift. recurring complaints are the openings. Pull the top 3 complaint themes per competitor.

4. Find the openings. Cross the Gap Map with the review complaints. An opening is where competitors are weak and buyers care.

5. Find your exposure. List the fronts where the user is Behind on a high-weight battlefront. These are fix-first.

6. Build the plan. Three lists: Fix (your exposure), Exploit (their openings), Defend (your strengths). Rank by revenue impact.

7. Run the quality check, then deliver.

Output format

## Competitor Analysis. [product]

Competitive set: [competitors]

### Gap Map
[battlefront] . you: [ahead/even/behind] . notes
...

### Competitor weaknesses (from reviews)
[competitor] . top complaints: ...

### The plan
Fix first (your exposure): ...
Exploit (their openings): ...
Defend (your strengths): ...

### Top 3 moves this month
1. ...

Worked example

A user sells a yoga mat at 40 USD. Three competitors at 25 to 35 USD.

Gap Map: first impression Behind, the main image is studio-empty while rivals show the mat in use. Proof Even. Social proof Behind, 200 reviews versus 2,000-plus. Competitor reviews complain repeatedly that the cheaper mats are slippery when sweaty.

Plan: Fix the main image first, it is losing the click. Exploit the slip complaint, the listing should lead on grip with proof. Defend nothing yet, there is no clear lead. Social proof gap is real but slow, so it is a review-generation track, not a this-week move.

Quality check

• Every battlefront is scored Ahead, Even, or Behind, not described vaguely.
• Competitor 1 to 3 star reviews were mined for openings. not just their copy.
• The plan separates Fix, Exploit, and Defend. it is not one undifferentiated list.
• Fix-first items are genuine high-weight exposures, not cosmetic.
• The top 3 moves are ranked by revenue impact.

Common mistakes

• A table with no plan. Comparing 30 attributes and recommending nothing.
• Ignoring competitor reviews. Their 1-star reviews are the cheapest market research on Amazon and most analyses skip them.
• Attacking where you are already ahead. Polishing a strength while an exposure bleeds sales.
• Copying the leader. Matching the top competitor feature for feature gives the buyer no reason to switch. find the opening they left.

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