Product Score Product Score
Levitating Moon Magnetic Floating Night Light, 3 Colors Temperature, Creative Table 3D LED Lamp with Wooden Base for Gif
Product scorecard

Levitating Moon Magnetic Floating Night Light, 3 Colors Temperature, Creative Table 3D LED Lamp with Wooden Base for Gift Office

40 / 100
Opportunity Score
High risk
Scored Nov 03, 2026
View supplier on AliExpress

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Supplier price
$64.58
Suggested retail
$161.45
Break-even CAC
$87.05
Lifetime orders
468
Score breakdown

How this product scored on each dimension

Each dimension is rated 1–4 and converted to 0–100. Demand and competition come from catalog data; the rest are AI rubric ratings.

Demand

Catalog data
2/4
33.3 / 100

Computed from 468 lifetime orders (100–499 orders tier).

Problem solving

AI rubric
1/4
0 / 100

Rated 1/4 on the problem solving rubric.

Video potential

AI rubric
4/4
100 / 100

Rated 4/4 on the video potential rubric.

Impulse purchase

AI rubric
2/4
33.3 / 100

Rated 2/4 on the impulse purchase rubric.

Differentiation

AI rubric
3/4
66.7 / 100

Rated 3/4 on the differentiation rubric.

Dropshipping suitability

AI rubric
2/4
33.3 / 100

Rated 2/4 on the dropshipping suitability rubric.

Competition

Catalog data
1/4
0 / 100

Computed from how many near-identical listings appeared in the same research.

Product risk

AI rubric
2/4
33.3 / 100

Rated 2/4 on the product risk rubric.

Ad creative potential

AI rubric
3/4
66.7 / 100

Rated 3/4 on the ad creative potential rubric.

What the dimensions mean →

Unit economics

Can this product pay for its customers?

Profit calculator

Supplier cost
$64.58
Fees & returns allowance
$9.82
Break-even CAC
$87.05
Profit per order after ads
$77.55
Net margin
48.0%

Defaults: retail = supplier price × 2.5x, ad cost = US TikTok benchmark. Shipping assumed included in the supplier price.

Meta

Benchmark CAC $14.00

$73.05
headroom per order

TikTok

Benchmark CAC $9.50

$77.55
headroom per order

Google Shopping

Benchmark CAC $17.50

$69.55
headroom per order

Headroom = break-even CAC minus the channel's benchmark. Positive means the product can afford that channel at the default price. What is break-even CAC?

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