For most of Amazon’s history, Black Friday had a simple script: you slash prices, Amazon blasts out a press release about “millions of deals,” and everyone enjoys the illusion that more volume equals more profit. Sellers treated it like a festival: loud, messy, slightly irrational, but somehow worth it.

But this year, something snapped. A surprising number of brands looked at their margins, looked at their landed costs, looked at Amazon’s fee schedule… and decided the most rational Black Friday strategy was simply not playing the game. It’s the first holiday season where skipping the discount circus makes more financial sense than joining it.

The problem starts long before a product shows up in FBA. Tariffs have quietly turned importing into a kind of negative compounding exercise: China gets hit with one tariff, then another, then a “reciprocity” tariff for good measure. India, once the backup plan, now carries its own surcharges. For many sellers, COGS now rises faster than demand.

And then Amazon takes its turn. There’s the 15% referral fee, the rising FBA pick-and-pack rates, the storage fees that feel like Manhattan rent, and the sponsored ads you’re forced to buy just to be visible. By the time you get to Black Friday, your product is carrying more fees than a checking account at a shady local bank. The idea of throwing an additional 20–30% discount on top of that starts to feel less like marketing and more like self-harm.

Meanwhile, consumers are living in an entirely different reality. Deloitte says people plan to spend less this year but somehow still expect bigger deals. It’s the perfect holiday paradox: shoppers want discounts, sellers want margins, and Amazon wants… both. And the only way that triangle works is if the seller takes the hit.

That’s why this year feels different. The smartest operators aren’t chasing badges but are protecting their balance sheets. They’re shrinking their discounts, or skipping them entirely, or quietly raising prices in October so they can pretend to discount in November. Black Friday hasn’t disappeared; it’s just become a psychological game where sellers ask themselves how much of their margin are they willing to sacrifice for velocity they might not recoup.

Amazon, naturally, will be fine. If one seller won’t fund a deal, another might. And if enough pull back, Amazon Retail will simply carpet-bomb the homepage with half-off Bose and Ninja promos, declare the event a triumph, and move on. The machine always wins, because the machine always finds someone willing to pay.

The irony, of course, is that December will still be enormous. The last ten days before Christmas generate panic-buying levels of demand that overwhelm all rational behavior. Nobody is comparison-shopping tariffs on December 22. They’re pressing “Buy Now” and praying the gift arrives on time. Peak desperation remains undefeated.

But strip away the decorations and the hype, and the holiday truth is hard to miss: Black Friday is no longer a growth lever but a liability you have to manage.

The celebration is over.
The spreadsheets have taken over.
And the sellers who survive 2025 will be the ones who finally admit that a deal is only a deal if everyone benefits… not just the platform.

In this week’s issue:

  • Marketplace: Rufus Upgrades, ChatGPT Blocked, Amazon Prices

  • Tweet Spotlight: Black Friday / Cyber Monday

Marketplace Madness

Rufus just got major upgrades: activity-based search, auto-add/auto-buy, price tracking, visual search, and handwritten list ingestion. It now personalizes across a customer’s entire Amazon footprint and can even pull products from outside Amazon. Your listings no longer just compete on Amazon but with the entire internet.

Why it matters:
Rufus is becoming a discovery layer that sits above search, meaning listings that aren’t optimized for AI-driven queries will get buried. Sellers must shift from keyword stuffing to semantic, intent-aligned content (clear benefits, structured attributes, comparison-friendly bullets). Rufus will reward products with strong reviews, complete specs, and clean data and penalize those with thin or confusing listings.

Lumian can help you get up to speed on Rufus. Book a Free Consultation.

Amazon quietly expanded its robots.txt rules to block additional OpenAI crawlers, stopping ChatGPT from scraping product pages, prices, and powering agentic shopping actions. The move comes as Amazon pushes its own AI tools like Rufus, Auto-Buy, and Buy For Me while rejecting third-party agents that divert traffic, bypass ads, or complete purchases off-platform.

Why it matters:
Amazon is signaling that AI shopping will happen on Amazon and not through ChatGPT. This means sellers must optimize for Amazon’s own AI ecosystem (Rufus, ads, listings, price signals) rather than expecting external AI traffic. And as Amazon locks down data access, competing agents will have less visibility into pricing, giving Amazon-controlled AI even more influence over shopper behavior.

A new Profitero study analyzing 10,000+ products across 16 categories found Amazon’s prices are 14% lower on average than 23 major U.S. retailers. Amazon beats competitors across all top holiday categories and everyday essentials, often by up to 5%, solidifying its position as the country’s price leader. 

Why it matters:
With Amazon benchmarking prices daily and surfacing the lowest-priced offers (whether from Amazon Retail or 3P sellers) pricing discipline becomes a core operational advantage.

Seller Hacks

Lumian just launched an AI-powered Image Generator. It’s FREE and impressively thorough. It scans your listing, studies your competitors, and spots everything your current images are missing: blocked angles, unclear benefits, weak infographics, low compliance. Then it automatically produces a polished set of Amazon-ready images engineered to lift CTR and conversion.

If you want your product to stand out in search, this tool is a no-brainer.

Tweet Spotlight

Meme Therapy

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