Buy Box

The highest price that keeps the Buy Box. Found automatically.

Buy Box Refined continuously probes your price limits to extract maximum margin without ever sacrificing your Buy Box position.

Buy Box Refined increases your prices progressively and in a controlled manner to identify the highest rate compatible with the Buy Box and stay there as long as possible.

How Buy Box Refined Works

The algorithm adjusts your prices upward in small increments, observing the impact on your Buy Box access. As soon as it detects an inflection point (the price where you start losing the Buy Box) it pulls back slightly and stabilizes.

This probing cycle is continuous. Multiply constantly searches for the highest achievable price ceiling under your current competitive conditions. When the market changes (a competitor disappears, your metrics improve) the ceiling is automatically retested.

You control the frequency of probes and the size of increments: two parameters that define the strategy’s aggressiveness and the precision with which it explores the achievable price ceiling.

Amazon doesn’t award the Buy Box solely to the lowest-priced seller. Seller metrics (shipping time, defect rate, customer reviews) weigh as much as price. A high-performing seller can hold the Buy Box at a price higher than their competitors.

Buy Box Refined exploits precisely this space. By continuously mapping the maximum price acceptable to Amazon’s algorithm for your seller profile, the strategy recovers margin points that most sellers leave on the table.

Chart illustrating the slight price variations of the Buy Box Refined strategy around the Buy Box threshold

Constantly Improving Margins

Each probing cycle recovers a few additional margin points. **Without manual intervention** and without sacrificing sales volume.

Buy Box Maintained

The algorithm stops at exactly the right price. The one that maximizes margin while maintaining your Buy Box position.

Automatic Recalibration

When competition evolves (an FBA seller enters or exits) the price ceiling is recalculated without intervention.

Ideal For

You Have Strong Seller Metrics

Short delivery times, low defect rate, positive reviews. Your metrics give you a pricing advantage. Buy Box Refined monetizes it.

You Already Win the Buy Box Regularly

If you often win the Buy Box but don't know if you could hold it at a higher price, this strategy answers that question continuously.

You Sell on Amazon with Few Direct FBA Competitors

On listings where you're alone or facing few comparable competitors, the pricing room for maneuver is often larger than it appears.

How Multiply Does It

Automated Probing with Configurable Frequency

You define how often Multiply tests a higher price and by how much. The platform handles the rest: probing, observation, adjustment, without your intervention.

Inflection Point Detection

Multiply identifies the exact moment when a price increase would lose the Buy Box, and stops just below. This point is reevaluated each cycle based on current competitive conditions.

Compatible with Your Margin Rules

Buy Box Refined respects your floor and ceiling prices, your minimum margin targets, and integrates with other active strategies on your SKUs.

Related Strategies

Frequently Asked Questions

How do I control the aggressiveness of probing phases?
You configure the frequency of probes and the size of price increments. A low frequency with small increments gives a cautious strategy, ideal for high-volume SKUs. A higher frequency with larger increments suits SKUs where margin is the priority. Multiply applies exactly what you configure.
Does Buy Box Refined work on all marketplaces?
No. This strategy is designed for marketplaces that expose Buy Box data via their API, primarily Amazon. On platforms like Mirakl, the Price Delta strategy is more suitable.
What happens if my seller metrics decline?
Multiply resumes probing from the current price and recalibrates the achievable ceiling based on your new seller profile. The strategy adapts automatically.
Can you combine Buy Box Refined with a stock strategy?
Yes. When your stock is low, you can freeze the price at the highest known profitable level, avoiding losing the Buy Box on scarce units. Stock-Aware Pricing logic combines naturally with Buy Box Refined.

How much margin are you leaving on the table every day?

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