Something unusual is happening inside Amazon’s search ranking infrastructure, and the private label community is starting to talk. Over the past six weeks, a growing number of mid-to-large FBA sellers — many running eight-figure annual revenues — have reported sudden, unexplained ranking collapses on cornerstone ASINs that showed no change in review velocity, PPC spend, or inventory levels. Sources close to the matter say the disruptions may be connected to an internal Amazon initiative, reportedly codenamed Project Nile, that is designed to surface higher-conversion, better-margin product listings at the expense of so-called “catalog clutter.”
Amazon has not confirmed the existence of any such project, and the company’s official communications to sellers have been characteristically opaque. But chatter in closed Facebook seller groups, the Helium 10 community forums, and a handful of private Slack channels frequented by aggregator operators suggests this is more than routine algorithm volatility. “This isn’t a twitch — it’s a pattern,” one seller wrote in a post that circulated widely among the private label community last month.
What Is Amazon’s Alleged Project Nile, and Who Is Behind It?
According to two sources who claim familiarity with Amazon’s internal marketplace health teams, Project Nile is a machine-learning-driven initiative reportedly being piloted out of Amazon’s Seattle and Luxembourg offices simultaneously. The unconfirmed goal: to reduce the number of “low-intent” organic impressions going to listings that have strong ad spend but weak organic conversion rates — a category that, not coincidentally, describes a large swath of the private label catalog built between 2019 and 2023.
Sources allege the initiative is being championed internally by teams reporting up through Doug Herrington’s Worldwide Amazon Stores organization, though Herrington’s office declined to comment. One source described it as “Amazon finally trying to make the search results page look less like a PPC auction and more like a curated retail environment.” If accurate, the implications for sellers who have built ranking strategies almost entirely on Sponsored Products would be significant.
Which Seller Categories Are Reportedly Being Hit Hardest?
Based on conversations with more than a dozen sellers and agency operators, the ASIN categories reportedly experiencing the most acute disruption include:
- Kitchen and home goods — particularly commodity-adjacent items in the $18–$35 price range with high review counts but thin differentiation
- Supplements and wellness — listings with strong ad-driven sales but limited organic keyword diversity
- Pet accessories — a category that saw enormous private label proliferation during the 2020–2022 FBA boom
- Fitness and outdoor gear — especially items that compete directly with Amazon’s own private label brands like Amazon Basics and Solimo
Brandon Young, founder of Seller Systems and a well-known figure in the private label education space, reportedly posted inside his mastermind community last week that several of his coaching clients had seen ranking drops of 40 to 70 positions on primary keywords with no corresponding changes in conversion data. “The inputs didn’t change. The outputs did,” Young allegedly wrote. Young did not respond to a request for comment by publication time.
Are Amazon Aggregators Taking a Disproportionate Hit?
The aggregator sector — already battered after the valuation collapses of 2023 and 2024 — may be particularly exposed if the Project Nile reports prove accurate. Aggregators like Thrasio, Berlin Brands Group, and SellerX built portfolios premised on the idea that well-optimized PPC plus strong review stacks equals durable ranking. If Amazon is algorithmically downweighting that playbook, it could accelerate portfolio write-downs that are already underway.
“If what we’re hearing is true, the aggregator model just got another nail in the coffin. These businesses were already underwater on multiples. Now their core ranking assumptions may be structurally compromised.”
— A managing director at a mid-market Amazon agency, speaking on background
Sources familiar with Thrasio’s current operations, which are being rebuilt under relatively new leadership following the company’s 2024 restructuring, say internal teams are “actively auditing” which SKUs in their portfolio are showing anomalous organic ranking behavior. Thrasio declined to comment. Berlin Brands Group did not respond to inquiry.
Meanwhile, smaller aggregator-adjacent operators — the so-called “mini aggregators” running 15 to 40 brand acquisitions — are reportedly in even worse shape, lacking the data science resources to diagnose whether they’re facing a broad algorithm shift or ASIN-specific penalties.
What Are Amazon’s Top PPC Agencies Saying Behind Closed Doors?
Several of the largest Amazon PPC agencies — including Bobsled Marketing (now part of Acadia), Downstream, and Intentwise — are reportedly fielding calls from panicked seller clients asking whether their ad strategies triggered the ranking changes. The answer, according to sources inside two of those firms, is almost certainly no — but that’s cold comfort when revenue is dropping.
“We’re running the same campaigns we were running in Q1. Same TACoS targets, same bid structures. But three of our clients have lost page-one placement on their hero keywords in the last 30 days. It’s not the ads. Something else is moving.”
— A senior strategist at a top-10 Amazon agency, name withheld at their request
Intentwise CEO Sreenath Reddy has been more publicly vocal about macro algorithm instability than most in the agency space. While he has not specifically referenced Project Nile by name, Reddy posted on LinkedIn in late May that “Amazon’s relevance scoring appears to be undergoing a material recalibration that has nothing to do with your bids,” a comment that generated significant engagement in the seller community.
Downstream, the Amazon ad platform backed by Jungle Scout parent company JS Group, is reportedly building a diagnostic report for affected clients — though sources say it’s unlikely to be available before Q3.
How Are Sellers Trying to Respond in Real Time?
With no official acknowledgment from Amazon and no clean diagnostic path, sellers are reportedly improvising. Based on discussions in seller communities and interviews with operators, the tactical responses underway include:
- Aggressive A/B testing of main images and titles using PickFu and similar tools, on the theory that conversion rate improvement might counteract whatever algorithmic pressure is being applied
- Increased focus on external traffic — particularly Amazon Attribution-tracked flows from Meta ads and TikTok Shop affiliate redirects — to signal organic demand
- Review strategy audits through platforms like Jungle Scout and Helium 10’s Listing Analyzer, checking for any sudden changes in review recency weighting
- Emergency consultations with Amazon Selling Partner Support, which multiple sellers described as “completely useless” in terms of providing actionable information
- Sourcing emergency ad spend via Sponsored Display and video ads to defend organic ranking positions while the situation stabilizes
Norm Farrar, a well-known figure in the private label and Amazon influencer space who hosts the “Lunch with Norm” podcast, reportedly addressed the situation in a recent episode, telling listeners to “stop panicking and start testing” while acknowledging that “something real is happening that we don’t fully understand yet.”
What Happens Next — and Could This Actually Be Good for Some Sellers?
Not everyone in the seller community is alarmed. A counterintuitive narrative is beginning to emerge: if Project Nile is real and if it is designed to reward genuine product-market fit over aggressive PPC arbitrage, highly differentiated sellers with strong organic conversion rates could actually benefit from the disruption.
“Every time Amazon makes a move like this, the sellers who built real brands get stronger and the ones gaming the algorithm get punished. That’s not a bad outcome for the ecosystem long-term.”
— Kevin King, Amazon seller educator and creator of the Freedom Ticket course, in a statement provided to Ecommerce Times
Kevin King’s read aligns with a growing contingent of operators who have long argued that the private label space became dangerously over-indexed on paid ranking rather than genuine product superiority. Whether or not that philosophical position is correct, the practical reality for thousands of sellers facing unexplained ranking drops right now is that philosophical comfort is in short supply.
What’s clear is that the Amazon seller ecosystem is operating with an unusual level of ambient anxiety as it heads into what should be a critical pre-Prime Day 2026 optimization window. Prime Day is reportedly scheduled for mid-July — and for sellers whose organic rankings are in freefall, six weeks is not a lot of runway.
Amazon’s communications team did not respond to multiple requests for comment on Project Nile, its search ranking methodology, or seller concerns about ASIN-level ranking disruptions. That silence, more than anything else, may be the loudest signal of all.
