Amazon Product Research

Amazon Product Research

Amazon product research/selection

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Data-Driven Product Research – How to Find the Best Price Niche on Amazon (Case Study: Watch Box)

Disagree that no product creates demand. What about the GoPro? It made hands-free action filming a mainstream need.

How we built an AI-powered product research workflow that actually works (no BS, no paid promo)

I tried building something like this with Google Sheets and ChatGPT but got stuck on the cross-analysis part. How do you structure the prompt to get i...

I Thought I Had a Q4 Banger, and the Market Humbled Me Real Quick. Product Line Extension Flopped—What Am I Missing?

Not enough info to really help. Need to know: product type, audience, whether the holiday angle actually lands with them culturally. Also don't know h...

Small seller’s 2026 plan: 21 new products, $125k budget. Should I stick with small products or go for premium? Rate my plan.

One more thing: watch out for **cash flow**. Your plan assumes you can fund 21 launches in one year. But each winner will also need reorders. If your ...

The Hidden Killers in Amazon Product Selection: Capital, Offline Channels & Probability (11 Years of Lessons)

Great read—your story about the $30M competitor is a gut punch, I’ve been there too. Question: How do you even begin to gauge a competitor’s budget if...

Hi everyone,Hoping to tap into the collective wisdom here. I’m looking for some real talk from sellers who’ve been through the dry spell.

For a brand new listing? Color usually doesn't move the needle much. But for a best-seller? Adding a new color can be huge. The conversion rate bump m...

Newbie with $20k – Amazon, Temu, or both? Need real advice

Test small, don’t overorder Don’t order 500 units of anything. Start with **100–200 units across 2–3 products**. Run tiny ads ($20/day), see what move...

Why I'm still bullish on Amazon as a selling platform (even with Temu and TikTok taking share)

One more thing: Amazon's A10 algorithm now rewards external traffic more than ever. Send customers from TikTok, YouTube, or your own site, and Amazon ...

Same brand for different categories – will it dilute my brand? Need help picking a new niche (home decor, kitchen gadgets, gardening, outdoor)

- Keep Brand A healthy – it’s your cash cow, don’t risk it. - Register Brand B for the new category (brand isolation is non-negotiable). - Prioritize ...

Why TikTok Viral Products Fail on Amazon (And How to Spot the Trap)

> “Others selling well is never your reason to sell.” This should be pinned in every product research team’s Slack. The fingerprint lock numbers hit h...

4 Years as an Amazon Seller: This Product Research SOP Has Never Let Me Launch a Losing Product

Good stuff OP. Gave me a few new angles to think about. Saved this post. Now I just gotta actually go do the work.

What makes a "good product" on Amazon? My framework after 6 years (price, differentiation, quality, barriers, profitability)

To clarify that “focus” strategy someone mentioned earlier: it’s simple — pick one niche and pour all your resources into it. I’ve seen small companie...

Dev team wants to kill keyword research during product selection. Am I wrong here?

Of course you can't drop it! Keywords are the translator between the product and the market. Devs look at spreadsheets, but customers type words into ...

I’m good at finding problems, terrible at solving them. Can I still make it as a product developer?

Short answer: **Yes, you absolutely can make it.** I’ve worked with PDs who couldn’t come up with one original idea to save their life. But they were ...

New product launch — what‘s your pre-launch checklist these days?

Aim for 50/50 organic-to-ad orders within 60-90 days. If ads are still 80% of your sales after 3 months, your organic rank never took hold.

[Selling Advice] Hitting a Wall in Private Label / Product Development? Our 5-Man Team Did $700k Last Year but Stagnating—Looking for a New Playbook.

Been thinking about this too. Talked to enough people to notice everyone’s obsessed with supply chain for ideas. I used to be all about online data, b...
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