86
- Momentum
- +219%
- Competition
- Medium
- Avg price
- $26.08
- Margin scenario
- 62%
Open analysis
Tech Accessories · Desk TechDemo data
Mini Desktop Vacuum
A rechargeable desk vacuum with brush and nozzle heads for keyboards and crumbs.
RISINGMedium confidenceFirst detected Apr 19, 2026
Opportunity Score
74
out of 100
Collections, saved scenarios and persistent watchlists are available in a ShopScout account. The demo watchlist above lives in your browser session only.
Overview
Opportunity
74 / 100
Weighted composite, calibrated
Momentum
+67%
Trailing 30 days
Competition
68 / 100
Low–Medium · index 32
Price strength
76 / 100
Tightness of the working band
Margin potential
82 / 100
57% estimated
Saturation risk
42 / 100
Lower is better
Every tile above reads higher-is-better, except Saturation risk, which is a risk reading. Competition is shown as remaining headroom — a higher number means fewer sellers relative to the observed market.
ShopScout Verdict
Keep it on the watchlist and revisit as the signals develop.
Why
- Demand is climbing steadily at +67% over 30 days.
- Seller competition remains low–medium at 33 tracked sellers.
- The observed price range of $18.66–$26.99 leaves room to differentiate rather than undercut.
- The margin scenario of 57% exceeds a typical 50% target at the observed median price.
- 121 creators are publicly mentioning it, so multiple content angles already exist.
Risks
- Seller count is growing at +30% over 30 days — competition is increasing.
- At this price point the product is easy to copy and margin compresses fast under advertising cost.
Opportunities
- Margin headroom supports bundling instead of competing on unit price.
- Creator coverage is still thin, so early affiliate partnerships are cheaper to secure.
- Few sellers hold the category, so a well-built listing can rank without heavy spend.
- Sellers are already achieving up to $26.99, which supports a premium variant.
Suggested positioning
“Sell as a desk-setup kit rather than a single gadget.”
Suggested bundle
- • the device
- • USB-C cable
- • cleaning cloth
- Suggested retail
- $26.99
- Target landed cost
- < $11.00
- Gross marginbefore fees
- 59%
A verdict is a research recommendation derived from the signals above. It is not a prediction, a guarantee of sales or profitability, or financial advice.
Momentum over 90 days
Trailing 30-day change in the observed demand index, sampled every three days.
Opportunity history
Recomputed by the scoring engine at each historical snapshot.
58 → 68 → 72 → 72 → 74
Product lifecycle
Demand is climbing steadily and competition is still moderate.
- EMERGING
- RISING
- BREAKOUT
- MAINSTREAM
- SATURATED
- COOLING
Seller competition
Competition index against tracked seller count over the same window.
Sellers and creators
Observed activity, not verified sales.
- Sellers tracked
- 33
- Seller growth30 days
- +30%
- Creators mentioning product
- 121
- Creator growth30 days
- +96%
- Competition index
- 32 / 100
- Saturation risk
- 42 / 100
Seller and creator counts are observed activity signals. They are not marketplace sales figures and are not sourced from any platform’s private data.
Price distribution
Modelled from the stored price statistics across the observed range.
Pricing and margin
- Observed price range
- $18.66 – $26.99
- Working bandp25–p75
- $19.62 – $24.89
- Median price
- $21.99
- Average price
- $22.12
- Target landed cost
- $6.40 – $8.95
- Estimated gross margin
- 57%
- Price strength
- 76 / 100
The margin estimate assumes a typical marketplace referral fee and excludes creator commission and advertising. Model those in the profit calculator.
Median price over 90 days
Where the market has settled while demand moved.
How this score was built
Weighted composite 64.66 before calibration, published as 74.
- Momentumweight 25%57 / 100
- Seller competitionweight 20%68 / 100
- Price stabilityweight 10%76 / 100
- Margin potentialweight 20%69 / 100
- Seller growthweight 10%56 / 100
- Creator activityweight 10%69 / 100
- Product maturityweight 5%55 / 100
Data sources
Every stored signal keeps its provider, source type, timestamp and confidence.
Similar products
73
- Momentum
- +33%
- Competition
- Low
- Avg price
- $29.16
- Margin scenario
- 61%
Open analysis
57
- Momentum
- +29%
- Competition
- Medium–High
- Avg price
- $55.13
- Margin scenario
- 56%
Open analysis
41
- Momentum
- +23%
- Competition
- High
- Avg price
- $33.14
- Margin scenario
- 51%
Open analysis