✍️ Matt Rosenfeld is President of CRUSH, an Acadia Company.
With AI transforming the search landscape and constant updates to the platform, sellers often treat Amazon like a chaotic, blank canvas with unlimited options, endless tactics, and a new hack every quarter.
But Amazon isn’t as complicated as you think.
Strip away the noise, and Amazon’s ultimate objective is incredibly straightforward. They want to show shoppers the product they are most likely to click and buy. That’s it.
Your job isn't to "hack" the system; your job is to bring that product to the table. AI algorithms aren't changing this fundamental truth; they are just getting better and faster at enforcing it.
Once you accept that, strategy stops being a creative exercise and becomes an alignment problem. You either make it easy for Amazon to hit its objective, or you don't.
There’s no magic - just math.
The Only Equation You Need
If you strip away all the tactics, three numbers matter enormously:
CTR × CVR × Impression Share = Revenue
Think of them as three different questions.
CTR: When Amazon shows your product, do people want to click it?
CVR: Once they click, do they want to buy it?
Impression share: How often are you actually getting the opportunity to be seen?
That's it.
You can dress those three questions up in a number of ways. But that's fundamentally what you're trying to improve. And importantly, different parts of your Amazon strategy influence different parts of the equation.
1. CTR: Win the Click
You can't convert someone who never clicks. Your main image, title, price, promotions, ratings, reviews, and overall search-result presentation all contribute to the decision to click.
Imagine two products appearing next to each other for the same search. One has a confusing title, an unremarkable image, a 3.9-star rating, and no compelling price or promotion. The other immediately communicates what it is, looks premium, has thousands of positive reviews, and is priced competitively.
Which one gets the click? The algorithm doesn't need a complicated theory to figure it out. Customers tell it. That means improving CTR isn't about "doing more Amazon." It's about making the product more compelling at the exact moment the customer is deciding whether to investigate it.
And sometimes the smallest changes can matter.
- A better main image.
- A clearer first 80 characters of the title.
- A stronger value proposition.
- A promotion that gives the customer a reason to act now.
2. CVR: Win the Sale
Getting the click is only part of the job. Now the customer is on your product detail page, and you have to answer a much harder question: "Is this actually the product I should buy?"
This is where your product detail page does the selling.
- Images need to communicate benefits, not just features.
- Content needs to answer the questions customers actually have.
- Reviews need to reinforce the value proposition.
- Pricing needs to make sense relative to the alternatives.
- Your product needs to deliver what the listing promises.
That last point matters a lot.
Amazon's AI systems are increasingly learning from both sides of the marketplace: what brands say about their products and what customers say after buying them. When those two stories align, the signals reinforce each other. When they don't, the disconnect becomes visible.
Your listing might say "delicious." Your reviews might say "healthy, but tastes terrible." You can optimize the copy all day long, but you're fighting the reality of the product.
Don’t try to find the cleverest claim. Make the product easy to understand, easy to trust, and easy to choose. That's how you improve conversion.
3. Impression Share: Win the Opportunity
Finally, you need to actually show up. You can have the best listing in your category. You can have a fantastic conversion rate. But if customers aren't seeing you, none of it matters. That's where advertising comes in.
Sponsored Products, Sponsored Brands, DSP, and the rest of Amazon's advertising ecosystem give brands ways to build visibility with the audiences and searches that matter.
But here's where brands often get the order backwards. They treat advertising as the solution to everything. Low sales? Increase spend. Low visibility? Increase bids. Poor performance? Add more targeting.
But advertising can only do so much. Advertising can help you buy the opportunity to be seen. It can't make a bad product more compelling once you're there.
If your CTR is weak, more impressions may simply produce more expensive clicks. If your CVR is weak, more traffic may simply produce more expensive non-conversions.
"How do we get more impressions?" might not be the right question to ask.
"When we get those impressions, are we winning the click? And when we get the click, are we winning the sale?" will take you in the right direction. Fix that first.
Stop Guessing, Start Measuring
When you look at Amazon through the lens of this equation, it becomes obvious exactly what you need to work on. If revenue is down, you don't need to panic; you just need to check the math.
Is your CTR dropping because of a new competitor? Is your CVR suffering due to poor merchandising? Are you losing impression share on your top-performing search terms?
Because the three variables multiply, your weakest one caps everything above it. Effort spent on your strongest variable returns almost nothing by comparison.
Say you're at a 0.4% CTR, a 12% conversion rate, and 20% impression share. Add 50% to impression share, and you get a 50% lift. Add 50% to CTR instead, and you get the same 50% lift, for a fraction of the cost. Now consider the brand sitting at a 0.1% CTR with a great conversion rate: no amount of spend fixes that page.
So the sequence is logical:
- Find your worst variable at the keyword level.
- Fix it with content, price, or offer.
- Only then add spend on top.
Advertising is the amplifier, not the engine. Amplifying a weak signal just makes the weakness expensive.
A Better Way to Diagnose Amazon Performance
But most teams stall, even when they understand all of the above. The equation only works as an operating system if you can see the three variables weekly, at the keyword level.
You'll want to know:
- Are we getting the click?
- Are we getting the sale?
- Are we getting enough opportunities to do both?
For the brands we work with, we've built a dashboard that brings those pieces together across their highest-value keywords. Instead of looking at Amazon as one giant performance number, we can see how CTR, CVR, and impression share are changing week over week for the searches that actually matter.
A keyword isn't simply "up" or "down." Maybe impression share increased 30%, but CTR declined. Maybe CTR improved after a creative change, but conversion didn't move. Maybe conversion is excellent, but you're barely showing up.
Each scenario points to a different action. And that's the whole point. The dashboard doesn't make Amazon simpler. It makes the problem easier to see.
Final Takeaway
The levers are finite. The objective is knowable. The math is simple enough to fit on a napkin.
CTR × CVR × impression share = revenue. Earn the first two with content, price, and offer. Buy the third once the first two are worth amplifying. Keep your content honest to what customers actually experience, or the algorithm stops believing either one.
So here you have it - the only real question left is: which variable is currently costing you the most?
Want to see where your brand is leaving revenue on the table?
We can show you. Get in touch, and we'll break down CTR, conversion rate, and impression share for your top-value keywords.
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