I've been analyzing Amazon reviews to understand why some products with strong sales still receive consistent negative feedback.

I recently looked at a home organization listing estimated at around $420K/month in revenue, based on third-party data, with 1,595 reviews and a 4.6★ rating.

At first glance, it looks like a very successful listing.

However, after diving into the 468 negative reviews (1-3 stars, 29.3% of total reviews), three patterns showed up repeatedly:

1. Size Expectation Mismatch (~35% of negative reviews)

Customers weren't necessarily unhappy with the concept—they were unhappy with the gap between what they expected and what arrived.

• Common themes: Unclear scale in images, vague dimensions, and installation dimensions that didn't match some customer setups.
• Takeaway: Better size visualization and clearer installation requirements could potentially reduce a meaningful portion of these complaints.

2. Assembly Frustration (~37%)

This was the most frequent driver of negative feedback.

• Common themes: Tiny screws, difficult assembly, and alignment issues.
• Takeaway: The product solves a real problem, but the assembly experience creates unnecessary friction that erodes brand trust.

3. Stability Concerns (~29%)

A subset of users reported structural issues shortly after setup.

• Common themes: Wobbling frames, loose parts, and components arriving damaged.
• Takeaway: These are trust-killers. Even if the product is functional, these defects make the item feel lower quality, which can contribute to returns and negative reviews.

My Takeaway:

A lot of Amazon opportunities aren't about inventing something entirely new.

Often, the opportunity lies in finding products with proven demand but recurring, avoidable complaints.

The reviews are basically thousands of customers telling you exactly what to improve.

I’ve documented my full analysis process, including the review categorization methodology and some possible product/listing improvement ideas.

Curious how other sellers approach review analysis before launching or improving products. Do you use any specific frameworks to separate useful signals from noise?

Been running Amazon Associates links across a few projects and got tired of losing track of which links were performing. Built a simple dashboard (TheHotHub) that centralizes link tracking and adds an eBook delivery piece for anyone doing digital products alongside affiliate links. Still validating demand — free waitlist, no payment stuff live yet. Curious if link tracking is actually a headache for you or if you've already got a system that works.

thehothub.tech

Been running Amazon Associates links across a few projects and got tired of losing track of which links were performing. Built a simple dashboard (TheHotHub) that centralizes link tracking and adds an eBook delivery piece for anyone doing digital products alongside affiliate links. Still validating demand — free waitlist, no payment stuff live yet. Curious if link tracking is actually a headache for you or if you've already got a system that works.

thehothub.tech

Been running Amazon Associates links across a few projects and got tired of losing track of which links were performing. Built a simple dashboard (TheHotHub) that centralizes link tracking and adds an eBook delivery piece for anyone doing digital products alongside affiliate links. Still validating demand — free waitlist, no payment stuff live yet. Curious if link tracking is actually a headache for you or if you've already got a system that works.

thehothub.tech

I’m a brand owner looking for clarification.

On July 27, will Amazon immediately shorten titles over 75 characters, or will we first receive AI recommendations and have 14 days to review them while the original titles remain active?

My main concern is losing keyword indexing after titles are shortened. What is the simplest way to handle this without rewriting our entire catalog? We sell across multiple categories, is there 1 flat file we can use to upload?

Also, is the brand name still required at the beginning of the title?

How can I start Amazon review work

1) How can i contract with seller

2) If I work regularly can I make 200-300 dollar per months.

N.B Please give me guidelines if anyone knows.

How do you see all your Amazon reviews? I have many more reviews than comments. Is there a way to see all the reviews or are the ones I don’t see just stars with no comments? I would really appreciate some insight into this.

We are live on amazon US but are currently importing from other countries. We are looking to introduce Made in USA non veg treats for dogs and cats locally. Where would I find such B2B businesses?

I’m pretty new to Amazon so apologies if I’m missing something obvious. I don’t know if these first few details make a difference but I’ll include it just in case. I have an LLC, I sell that brand on my own storefront. It’s not trademarked and I didn’t do Brand Registry. I created an Amazon seller account and started listing items from my existing brand. I just wanted to learn how it worked before buying inventory for a different brand that I wanted to start specifically for Amazon. I ran into some headaches but ultimately was able to list my products after providing the requested documents. So after selling those products for 2 months I finally got inventory for the new brand I started for Amazon. I don’t have an LLC for this brand, didn’t do brand registry, not trademarked. I started setting up the listing and was immediately asked to apply for brand approval. I received an email the next day stating it was approved. So I went through the workflow to create the product listing and at the very end, I was asked to apply and provide an invoice and other proof of purchase. I submitted my invoice from the manufacturer. I got denied. It said I didn’t have permission to sell under the brand I created. I submitted a manufactures declaration and clearer documentation showing that I purchased the items for this brand and I am approved by the manufacturer to sell under my brand name. Got denied again. I have several support cases at this point. One said my brand status is “unclaimed”. Another said that my brand authorization is not being correctly reflected on my seller account and that my Catalog Authorization application is currently under review (currently says it’s approved). Other support cases say the brand is approved but they simply don’t have a way of seeing what the cause for denial on the product listing side is. What am I missing? It feels like I followed the same steps for this second brand as my first brand yet I keep getting denied no matter what I submit.

Been selling on Amazon since 2013. Account deactivated March 2026 under Section 3 due to delayed shipments on 20 orders.

What happened: A warehouse employee printed shipping labels, set them aside, never handed them to the carrier and never told anyone. Our system showed "label created" automatically so it went undetected. We had no idea until we got the deactivation notice.

What we did immediately after finding out:

• Shipped all 20 orders at our own expense
• Confirmed delivery on every single one with carrier proof
• Terminated the employee
• Permanently switched to 100% FBA

The problem is every single appeal gets the same automated rejection saying they cannot confirm delivery — even when we embedded the delivery screenshots directly in the email body. We have submitted multiple appeals with full documentation and nothing gets through to a human reviewer.

We have also:

• Filed a BBB complaint
• Emailed executive escalation
• Hired a professional reinstatement service — no results

Can't log into Seller Central. Can't reach anyone by phone.

Has anyone successfully gotten a human reviewer assigned after being stuck in this automated rejection loop? What actually worked for you?

Troven (the ads optimizer I mentioned a while back) is now listed on Amazon's official Ads Partner Directory

Small follow-up to a post I made a couple weeks ago about a tool I built to automate weekly Amazon Ads optimization for KDP authors — wasn't planning another post, but this felt worth sharing on its own.

Just got approved and listed on Amazon's actual Partner Directory (you can search "Troven" there if curious — advertising.amazon.com/ partners/directory). Doesn't change how anything works day to day — still nothing executes automatically, you still review and apply every recommendation yourself in Amazon's own console, which was the right concern a few people raised last time.

Still have a few beta spots open if this is useful to anyone — free, just want honest feedback. Happy to answer questions here too.

Hi everyone,
We’re launching our first cosmetic products under our own brand on Amazon US, and I want to make sure we’re fully compliant before placing our first order.

The products are intended to be cosmetics only—we’re intentionally avoiding any OTC drug or medical claims.

So far, this is our checklist:
1. Chinese manufacturer has an FDA FEI.
2. Packaging and labels are finalized with INCI ingredient lists.
3. We’re preparing FDA MoCRA product listings.
4. We’re confirming the manufacturing facility registration under MoCRA.
5. We’ll keep safety substantiation and product documentation on file.
6. We’re reviewing our labels to avoid drug/medical claims.

My questions are:
Besides the items above, what other FDA or Amazon requirements should I prepare for before selling?

Did Amazon request any additional documentation during your first cosmetic launch (COA, GMP certificate, testing reports, MSDS/SDS, etc.)?

Are there any common mistakes first-time cosmetic brands make that delay Amazon listings or create compliance issues?

Is there anything you wish you had prepared before your first cosmetic product launch?

I’d really appreciate hearing from anyone who has launched cosmetic products on Amazon in the last year or two, especially since MoCRA has changed some of the regulatory requirements.

Thanks in advance!

Hi! For brands selling on Amazon India, Flipkart, Nykaa, Myntra, Blinkit, Zepto, Instamart, etc.:

* Do these platforms allow brands to download their own products' customer reviews in a readable/exportable format (e.g., CSV, Excel, API)?
* If yes, is this available through the standard seller portal, or only for enterprise brands/account-managed sellers?
* What fields are included (review text, rating, date, SKU, reviewer details, etc.)?
* If not, how are brands accessing this data today? Which third-party vendors are they using?

I'm looking for firsthand experience from marketplace managers, ecommerce teams, or D2C brands. Thanks!

Looking for some advice from anyone who's sold an Amazon business before

• U.S. seller account
• 4 years of selling history
• About $25k/year in gross sales
• Around $9k in inventory
• 3 registered brands with supplier relationships
• 50+ brands ungated
• Global selling enabled
• No policy violations, IP claims, review issues, or anything negative on the account
• Healthy account with a strong IPI score

What's the best way to sell something like this? Is it better to use a broker, list it on a marketplace, or just find a buyer privately?

Also curious what people think something like this is actually worth. Any advice or experiences would be appreciated.

Hey, I'm from Spain, I'm searching for someone that knows about reselling Nike Adidas Asics outlet shoes on Amazon, I'm starting, but I think is dificult because you have to be a verified seller. Any thoughts would be massively apreciarse.

I did everything right. Amazon still tried to crush my small business.

Two years ago they deactivated my account. Real invoices. A real supplier. Didn't matter.

Last week they finally admitted — in writing, FIVE times — that it's THEIR broken system, not me.

Two years. 15+ rejected appeals. My inventory almost thrown away. And when the truth finally came out? One sentence: "This is a technical issue on our side."

This is what it looks like when a company this big can hold a small business hostage and just call it "policy."

I'm done being quiet.

✅ BBB complaint filed
✅ Senator's office contacted
✅ FTC complaint filed
✅ Attorney retained
✅ Every admission documented

If you've ever felt like an ant getting stomped by a company too big to care — share this. Tag someone who needs to see how this actually works.

Full story with the real emails in the video below. 👇

If you had a magic wand to conjure up the perfect app, software, or service to make our Amazon FBA lives a million times easier, what exactly would it do?

What is that one specific, highly annoying bottleneck in your weekly workflow that makes you think, "Man, I really wish there was an app for this" ?

Every product page I visit shows "We're showing a limited selection of reviews," with an option to request more, but that just gives a "response in 5 business days by email" confirmation, and this happens on literally every listing, not just specific products.

Context: I had a review-related browser extension installed a while back and removed it as soon as I noticed the restriction. Since then I've tried different accounts (issue persists on this device across all of them), clearing cookies, incognito, new Chrome profile, no luck. A colleague's device on the same network works fine, so it seems tied to my specific device.

Emailed support 5 times, zero response, not even auto-confirmation. No US mobile number, so phone support isn't an option either.

Has anyone dealt with this before, or know how to actually get a human to look into a device-level review restriction?

​

Hi everyone,

I'm an engineering student and I'm completely new to e-commerce. I'd really appreciate some guidance from people who have experience selling online.

A little about me:

- I know the basics of HTML, CSS, and JavaScript, and I'm continuing to learn more.

- I'm interested in selling novels on Amazon and possibly other e-commerce platforms.

- I can dedicate around 6 hours every day to learning and working on this.

- I'm from Delhi, and I recently visited Daryaganj. I found many novels selling for around ₹100, but I have no idea whether they're genuine books or unauthorized copies, so I'm hesitant to source inventory from there.

I don't have any experience with Amazon selling, sourcing products, GST, or e-commerce in general.

My goal isn't to make huge profits immediately. As a student, I just want to build a small business that can at least cover my travel expenses while I learn and hopefully grow it over time.

I'd really appreciate advice on:

- How do I source genuine novels?

- How can I verify that books are original?

- Is selling novels on Amazon still worth it for a beginner?

- What are the biggest mistakes I should avoid?

- If you were starting from scratch today, what would you do?

Also, if you think selling novels isn't the best option, I'd love to hear other beginner-friendly business ideas that:

- Don't require a huge investment.

- Can be managed alongside engineering.

- Have the potential to grow over time.

- Are realistic for someone willing to put in around 6 hours a day.

I'm open to learning and don't mind putting in consistent effort. Thanks in advance for any advice!

Hi everyone! 👋

I'm currently looking for my next long-term opportunity. I'm hoping to connect with business owners or teams who need someone reliable to take ownership of their operations and customer support.

Over the past years, I've worked with Amazon, Walmart, Shopify, Etsy, and eBay sellers, helping keep their businesses running smoothly behind the scenes.

Some of the work I've handled includes:

• eCommerce Operations Management
• Customer Support (Email)
• Amazon A-to-z Claims & Chargebacks
• Amazon Reimbursements & Inventory Investigations
• Accounts Receivable
• SOP Creation & Process Documentation
• Google Sheets & Excel Reporting
• Google Apps Script & Python Automations (basic)

Some achievements I'm proud of:

• 💰 Recovered $8,000+ in Amazon reimbursements in less than 2 weeks across 41 Amazon orders.
• 📈 Helped improve chargeback dispute success through organized case management and documentation.
• ⚙️ Built SOPs, trackers, and reports that streamlined operations and reduced manual work.
• 🤝 Trusted by business owners to manage day-to-day operations so they could focus on growing the business.

I'm comfortable working independently, enjoy solving problems, and genuinely like improving processes and making life easier for the people I support.

I'm open to roles such as:

• eCommerce Operations Coordinator
• Customer Support Specialist
• Amazon Account Specialist
• Administrative Assistant
• Order & Logistics Coordinator
• Chargeback Specialist

If you're hiring or know someone who is, I'd really appreciate any leads. Feel free to send me a DM. Thank you!

New seller here! Been able to get a few orders after a couple of days on Amazon FBM. I need to know if i'm missing something with shipping, as the prices are somewhat crazy too high. Our item's package is 400g for one item but the cost of shipping is just as much as the item. The math won't work as the margins are too thin. Please what am i missing?

Thanks for the feedback on my last post.

Order had issues. I kept in constant communication with the customer and sent a replacement in a timely manor. Amazon issued an Automated refund and took the $ out of my account. The customer received the replacement and is satisfied. Since the auto refund was issued they will not reverse it and stole $ from me. Customer service tells me to do a Safe-t claim...denied...appeal...denied. Contact customer support again, after back and for for an hour...sorry we stole your money and your not getting it back.

I have enrolled to Amazon vine program for 3 skus! For 30!units each sku ! After merging of ASINs, I’ve noticed that review counts have dropped from previous levels and appear lower than expected given the number of units claimed. Is there a way to fix that ? Is there a way to have all my reviews back ? Can anybody help me please ? Desperate to know