Playbooks for serious Amazon sellers.

Deep dives on Amazon Advertising automation, hourly optimization, listing audits, and AI-driven keyword research — written for Sellers and Vendors who treat Amazon as a channel that deserves real engineering.

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Featured · Amazon Ads

Finding New Keywords for Amazon PPC: A Repeatable Process for Sellers and Vendors

How to systematically discover, qualify and harvest new keywords for Amazon PPC — from auto and broad campaigns to competitor reverse ASIN lookups.

9 min read

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Amazon Ads

Placement Bid Modifiers in Amazon PPC: Top of Search, Rest of Search and Product Pages

A practical guide to Sponsored Products placement modifiers — when to use Top of Search, Rest of Search and Product Pages multipliers, and how to avoid the obvious traps.

11 min readRead

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Amazon Ads

Mixed Prices and Shipping Costs: The Hidden Saboteurs of Your Amazon PPC

Variant-level price differences and surprise shipping costs quietly distort your ACOS and conversion rates. Here's how to spot them and protect your PPC.

8 min readRead

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Amazon Ads

Duplicate Keywords in Amazon PPC: Why They Bleed Budget and How to Clean Them Up

Duplicate keyword and ASIN targets across campaigns quietly drive up CPCs and starve your best performers. Here's how to spot, dedupe and structure them.

9 min readRead

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Amazon Ads

Price Changes, Add-to-Cart Behavior and Repricers: How They Wreck Amazon PPC

How price moves, add-to-cart wishlist behavior and automated repricers distort Amazon PPC conversion data — and how to keep your bidding aligned with reality.

8 min readRead

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Amazon Ads

The PPC Lookback Period: How Far Back Your Bid Optimizer Should Really Look

How the lookback window you feed your Amazon PPC bid optimizer shapes ACOS, CVR signal quality and how fast you can react to change.

9 min readRead

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Amazon Ads

Target ACOS vs. Actual ACOS: How to Set Bids That Hit Your Goals

The math behind target ACOS, why your actual ACOS keeps drifting off-target, and how to set bids that converge on the profitability you planned for.

10 min readRead

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Amazon Ads

ACOS Attribution Window Explained: Why Your PPC Numbers Don't Add Up

Why 7-day vs. 14-day vs. 30-day attribution windows quietly distort your ACOS — and how to align bids to your real customer purchase journey.

8 min readRead

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Amazon Ads

Amazon Marketing Stream Guide: Hourly Ads Optimization in 2026

How near-real-time hourly data from Amazon Marketing Stream unlocks smarter bids, budgets, and 24/7 PPC optimization for Sellers & Vendors.

12 min readRead