74
- Momentum
- +28%
- Competition
- Low–Medium
- Avg price
- $18.08
- Margin scenario
- 62%
Open analysis
Kitchen · Coffee & TeaDemo data
Portable Cold Brew Bottle
An insulated bottle with an internal steeping filter, sold as an overnight cold brew system for commuters.
BREAKOUTHigh confidenceFirst detected Jun 25, 2026
Opportunity Score
92
out of 100
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Overview
Opportunity
92 / 100
Weighted composite, calibrated
Momentum
+184%
Trailing 30 days
Competition
59 / 100
Medium · index 41
Price strength
84 / 100
Tightness of the working band
Margin potential
85 / 100
60% 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
Worth putting into a sampling round.
Why
- Momentum is accelerating at +184% over 30 days.
- Seller competition remains medium at 128 tracked sellers.
- The observed price range of $26.99–$45.99 leaves room to differentiate rather than undercut.
- The margin scenario of 60% exceeds a typical 50% target at the observed median price.
- 260 creators are publicly mentioning it, so multiple content angles already exist.
Risks
- Seller count is growing at +20% over 30 days — competition is increasing.
- The product is straightforward to source, which makes it easy for other sellers to copy.
Opportunities
- Margin headroom supports bundling instead of competing on unit price.
- An established creator base means proven content formats to model rather than invent.
- Few sellers hold the category, so a well-built listing can rank without heavy spend.
- Sellers are already achieving up to $45.99, which supports a premium variant.
Suggested positioning
“Sell as a commuter brewing kit rather than a bottle on its own.”
Suggested bundle
- • the brewer
- • reusable filter
- • cleaning brush
- Suggested retail
- $43.99
- Target landed cost
- < $16.00
- Gross marginbefore fees
- 64%
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.
62 → 77 → 82 → 87 → 92
Product lifecycle
Demand is accelerating sharply while seller competition remains below saturation.
- 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
- 128
- Seller growth30 days
- +20%
- Creators mentioning product
- 260
- Creator growth30 days
- +116%
- Competition index
- 41 / 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
- $26.99 – $45.99
- Working bandp25–p75
- $32.49 – $37.99
- Median price
- $34.99
- Average price
- $35.49
- Target landed cost
- $9.80 – $12.90
- Estimated gross margin
- 60%
- Price strength
- 84 / 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 74.66 before calibration, published as 92.
- Momentumweight 25%85 / 100
- Seller competitionweight 20%59 / 100
- Price stabilityweight 10%84 / 100
- Margin potentialweight 20%73 / 100
- Seller growthweight 10%66 / 100
- Creator activityweight 10%81 / 100
- Product maturityweight 5%76 / 100
Data sources
Every stored signal keeps its provider, source type, timestamp and confidence.
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Open analysis
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Open analysis
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