Amazon DSP is not for every category. And brands learn that after wasting budget
By John Aspinall ✱ · February 12, 2026 · Curated by George's Blog
Amazon DSP is not for every category.
And brands learn that after wasting budget.
DSP is a CPM engine.
If your margins or AOV do not support awareness level spend, you will feel it fast.
Here is where DSP works.
⤷ And where it breaks.
First, the categories that win.
✓ High AOV products
If your price sits above $30 to $40, DSP starts to make sense.
Electronics.
Furniture.
Automotive accessories.
Higher margins absorb CPM costs while longer consideration cycles benefit from retargeting.
✓ Consumables and repeat purchase products
Beauty.
Supplements.
Baby.
Pet.
DSP shines when lifetime value exists.
One beauty case study showed 70 percent of sales coming from new to brand shoppers through DSP targeting.
✓ Lifestyle driven brands
Apparel.
Fitness.
Outdoor gear.
Video and display formats let you build context before the click.
You are not selling a feature.
You are selling identity.
Now the categories that struggle?
□ Low priced commodities
Anything under $15 to $20 with thin margin fights an uphill battle.
Generic cables.
Basic utensils.
Office supplies.
Search ads beat DSP here because intent is already present.
□ Tiny niche audiences
DSP needs scale.
If your total audience pool is small, impressions get expensive fast.
□ Listings that are not retail ready
Low reviews.
Ratings under 3.5.
Weak creative.
DSP sends traffic.
It does not fix conversion problems.
Here is the simple filter.
High AOV or high LTV?
Strong creative?
Clear audience segments?
DSP earns a seat at the table.
Low price.
Low margin.
Low differentiation?
Stay inside Sponsored Ads until the foundation improves.
PS. If DSP feels expensive, look at your product economics first. Not the platform.