Your distributor sends you 10,000 SKUs. How do you find the 20 actually worth buying?
I've been thinking about one of the most inefficient parts of Amazon wholesale:
You finally get approved by a distributor.
They send you an Excel/CSV file.
You open it...
8,000. 15,000. Maybe 30,000 SKUs.
And now what?
Research every product manually?
That seems backwards.
If I had a 10,000-SKU wholesale catalog today, I'd treat it like a funnel.
10,000 supplier SKUs
↓
Step 1 — Match
SKU / UPC → correct Amazon listing / ASIN.
A wrong match can make every calculation after it useless.
↓
Step 2 — Economics
Before spending serious research time, eliminate products that fail basic numbers:
Supplier cost
Amazon price
Estimated fees
Estimated profit
ROI
Margin
If the economics don't work, why spend another 10 minutes researching the listing?
↓
Step 3 — Competition
Now take the survivors and check:
FBA seller count
Amazon on the listing?
Buy Box competition
Seller concentration
A product can show great ROI and still be a terrible opportunity.
↓
Step 4 — Price History
Today's price is just a snapshot.
If today's $29.99 product spends half the year at $21.99, calculating your purchase around $29.99 can give you a very misleading picture.
↓
Step 5 — Demand
Profit per unit without sales velocity isn't enough.
I'd rather find reasonable ROI + consistent demand than huge theoretical ROI on inventory that barely moves.
↓
Step 6 — Risk
Before buying:
Selling restrictions?
IP concerns?
Hazmat?
Invoice/supplier issues?
Oversized/bulky inventory?
Price instability?
↓
At the end, I wouldn't want another spreadsheet containing 10,000 products.
I'd want three lists:
🟢 BUY — deserves serious consideration
🟡 REVIEW — numbers look interesting, but something needs verification
🔴 AVOID — doesn't justify deploying capital
The real skill in wholesale product research might not be finding products.
It might be eliminating bad products fast enough that you can spend your time on the few that actually deserve deep research.
I'm curious how experienced wholesale sellers handle this:
When a distributor sends you thousands of SKUs, what's your process for getting from the full catalog to your final shortlist?