Notes from the field.
What we're learning while running Amazon for brands on both sides of the Pacific. Plain language, operator-eye-view.
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amazon-operations · returns · voice-of-the-customer · listing-optimization · prime-dayAudit Amazon's 'Frequently returned item' risk before June traffic arrives
Amazon now puts return-risk language directly on some product detail pages. Before June demand picks up, audit which ASINs are closest to that threshold and decide what to fix, pause, or de-prioritize.
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rufus · amazon-ads · sponsored-products · sponsored-brands · amazon-aiAmazon ad prompts in Rufus need a new operating workflow
Amazon has moved Sponsored Products and Sponsored Brands prompts into AI-assisted shopping moments. Sellers should treat Rufus prompts as a content, campaign, and measurement workflow, not just another keyword bid.
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brand-analytics · search-query-performance · amazon-ppc · amazon-seo · ai-workflowAutomate Amazon SQP before you raise ad spend
Brand Analytics' Search Query Performance report shows where your search share is being won or lost. A weekly SQP workflow turns that data into budget, listing, and launch decisions before the next traffic spike.
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amazon-policy · variation-compliance · reviews · account-health · risk-warningAudit Amazon variations before enforcement hits the review flywheel
Variation abuse is not a clever conversion tactic. If unrelated child ASINs are grouped to share reviews, enforcement can split the family and damage rank, reviews, and ads.
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prime-day · amazon-ppc · fba · deal-planning · seller-operationsPrime Day moved into June. Your Amazon calendar needs to move now
A June Prime Day compresses the seller calendar. Deals, FBA arrival timing, PPC warmup, and post-event retargeting need to be pulled forward together.
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rufus · amazon-ai · listing-optimization · amazon-seo · conversionRufus changes how Amazon listings need to be written
Amazon's AI shopping assistant makes semantic completeness more important. Listings need to answer buyer questions clearly, not just repeat keywords.
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listing-optimization · amazon-ai · amazon-seo · manage-your-experiments · ai-workflowThe AI listing workflow starts with search data, not prompts
Most AI listing copy sounds polished but misses buyer intent. The better workflow starts with search data, maps intent, writes controlled variants, and tests the result.
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dynamic-canvas · seller-central · amazon-ai · ai-workflow · inventory-planningAmazon Dynamic Canvas is a free decision simulator hiding in Seller Central
Dynamic Canvas turns Seller Assistant into a visual workspace for sales, inventory, and advertising scenarios. The opportunity is not novelty; it is faster weekly decisions.
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amazon-ai · seller-central · ai-workflow · creative-optimization · amazon-operationsThree free Amazon AI tools sellers should put into the weekly workflow
Seller Assistant, Dynamic Canvas, and Creative Agent are becoming useful first-party AI surfaces. They will not replace operators, but they can compress research, simulation, and creative iteration.
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fba-fees · inventory-management · amazon-operations · cash-flow · risk-warningAmazon's aged-inventory clock now starts at 181 days
The old mental model of a 270-day safe zone is too slow. Sellers need to review inventory at 120, 150, and 181 days before storage fees turn a slow ASIN into a margin leak.
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amazon-news · cash-flow · amazon-ppc · fba-fees · seller-operationsWhat the Amazon seller ad boycott actually changed
Large Amazon sellers protested ad billing, payout timing, and fulfillment surcharges. The visible concession matters, but the deeper cash-flow problem still has to be modeled account by account.
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amazon-operations · returns · ipi · rufus · q2-planningYour spring promo isn't scored on BSR. It's scored on the returns wave 30-60 days later.
Spring-promo sales and BSR look good right now. Then IPI starts slipping, negative reviews cluster, and Rufus quietly deranks the high-return ASINs. Here's the 60-day return-management playbook that actually decides Q2 margin.
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shop-direct · dtc · multi-channel · amazon-aiAmazon is now sending traffic to DTC sites: what Shop Direct means for your brand
Amazon Shop Direct has placed 100M+ off-Amazon products inside Amazon's search. Buyers click, jump to your DTC site, and Amazon takes no commission — but if you haven't thought through three things, you're paving a road for your competitor.
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fba · prime-day · amazon-logistics · speed-tierWho gets Amazon's 1-hour delivery badge? FBA placement strategy before Prime Day
90,000 products now carry the speed-tier badge. The factor that decides whether your ASIN gets in isn't category — it's which FC your inventory lives in. And there's about six weeks left to shift.
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cosmo · ppc · listing-optimization · conversionStop blaming COSMO: if traffic is noisy and ads drift, check your landing fundamentals first
When volume slips, the reflex is to blame the algorithm. Most of the time, the actual problem is the page and the audience were never aligned to begin with.
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tariffs · supply-chain · sku-strategy · amazon-operations145% tariffs: a three-tier SKU playbook for sellers exposed to China supply
Amazon's CEO just confirmed tariffs are flowing into shelf prices. Blanket price hikes hurt volume. Sitting still drains margin. Retreating hands over share. The correct move is per-SKU tiering.
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strategy · amazon-seoAmazon is an algorithm. Here's how we treat it like one.
Why most brands lose on Amazon isn't product quality — it's pretending the platform is a storefront when it's actually a ranking engine. Our operating thesis, unpacked.
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operations · teamThe bilingual edge: what Seattle and China each bring to your Amazon listing
Why a US-only agency misses half the work — and why a China-only agency misses the other half. A look inside how our two teams actually operate.
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pricing · promotions · prime-day · amazon-policyStop long-running discounts on Amazon: reference-price rules tighten April 23 and May 18
April 23: List Price starts requiring validation. May 18: if you spent more than half of the last 90 days on promo, the promo price can become your Typical Price. The downstream effects are bigger than the strikethrough.
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asin-management · product-strategy · amazon-operationsSome of your Amazon ASINs should be killed, not rescued
Not every ASIN deserves another round of optimization. The most expensive mistake isn't running the wrong ads — it's knowing a product is broken and refusing to stop selling it.
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amazon-operations · ppc · listing-optimization · fbaSeven Amazon US operating tips worth running this week
Write listings for AI and buyers at once, treat external traffic as a funnel instead of a link, and stop equating 'a lot of ads' with 'a real brand.' Seven tactics, no theory.
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tax · accounting · amazon-operations · us-sellersAmazon US seller tax prep in 6 steps: get the books clean before you optimize
A lot of US-based Amazon sellers walk into tax season with just a 1099-K and end up either overpaying or filing wrong. Here's the 6-step sequence we run before handing anything to a CPA.
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helium-10 · review-operations · amazon-toolsA Helium 10 setting that actually moves review open rates: the Review Request Time Scheduler
Most sellers run Helium 10 Follow-Up on the default send window, which is effectively random. Diamond members have a timing control that noticeably lifts open rates.
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amazon-seo · listing-optimization · a10-algorithmAmazon titles are now written for the A10 algorithm and the buyer — at the same time
In 2026 an Amazon listing title can no longer optimize for keywords alone, nor for readability alone. It has to satisfy both A10 and the buyer. Here's the three-part formula we use.
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