Selling out your first Amazon inventory order can give you the confidence to pla
By Robinlobo · November 10, 2026 · Curated by George's Blog
Selling out your first Amazon inventory order can give you the confidence to place a much bigger second one. I'd be careful about what those sales actually proved.
A launch coupon can get a product moving. Advertising can buy visibility, and early Vine reviews can help conversion. All of that is useful, but you're committing the next batch of cash based on results that may still depend heavily on launch support.
Before making that commitment, pull advertising back for at least two weeks and see whether organic rank holds. Check whether customers still convert with the coupon off and whether organic sales are becoming a larger share of the business.
You don't need the product to stop needing ads. You need evidence that it's becoming less dependent on them.
TACoS, total ad spend divided by total revenue, helps show that direction. An 18% TACoS that's coming down can be more encouraging than 10% that's climbing, because the second product may be getting more expensive to keep selling.
Then look at what happens after the purchase. Returns should be in line with the category, and the rating needs to hold as reviews from outside Vine outnumber the Vine reviews. Early conversion tells you people wanted to try it. Returns and later reviews help tell you whether the product met their expectations.
The reorder also needs to work at full fees. Amazon's New Selection credits and waivers have limits, so the margin on the first batch may look better than what you'll keep once those benefits expire.
If the product's selling but the evidence is still unclear, a small bridge order can buy time to finish the test without committing to the full replenishment.
I'd be comfortable placing that smaller order while we learn more. A strong launch would make me interested in buying more inventory, but I'd want to see what keeps selling once we ease off the support.