$ trust-the.store scan milkbarstore.com --static
Milk Bar
milkbarstore.com
◉ OBSERVED · not verifiedplatform: ShopifyHTTP 200domain: 16.2 yscanned Nov 4, 2026 15:31 UTC
Trust score
93
observed signals /100
Products
84
89 variants
Median price
$48.00
55.4K reviews (okendo)
Ad networks
3
PostPilot · TikTok · Pinterest
Est. revenue / mo
≈ $947K
$182K – $4M · low confidence
Traffic rank
#186.9K
Tranco, global
Ships to
1
countries
Domain age
16.2y
DreamHost, LLC
› Shopify Web Pixels Manager also loads 4 other app pixel(s) and 3 custom pixel(s) we can't attribute to a vendor.
Estimated business size
Revenue / month
≈ $947K
range $182K – $4M
Orders / month
≈ 15.8K
range 3,800 – 57.7K
Visits / month
≈ 1.1M
range 559.9K – 2.2M
Traffic from the Tranco rank × ecommerce conversion benchmarks × AOV from this shop's prices, cross-checked with orders implied by lifetime public reviews and by how many reviews arrive each month. Shopify publishes no order counts: this is a model, not a measurement. How we estimate.
Transparency signals
Observed public signals, not a verdict. A missing signal is not proof of fraud; a present one is not proof of legitimacy.
Returns & shipping policies
No policy page could be read (none linked, or the store's robots.txt forbids reading them). Older scans predate this panel.
Since Nov 4, 2026
A floor, not a total: items that sold without selling out are invisible from outside.
Shopify store identity
Cakes, cookies, pies and more! Christina Tosi's Milk Bar is an award-winning bakery known for familiar yet unexpected desserts like Milk Bar® Pie, Cereal Milk Soft Serve, and unfrosted layer cakes. Order online to get Milk Bar delivered anywhere in the U.S or visit one of our 12 locations.
US
History
Sales
$947K
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=revenue_est&range=1y" alt="Est. revenue / mo, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)15.8K
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=orders_est&range=1y" alt="Est. orders / mo, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Traffic
#186,867
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1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=rank&range=1y" alt="Traffic rank (Tranco), milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)1.1M
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=visits_est&range=1y" alt="Est. visits / mo, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Catalogue
84
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=products&range=1y" alt="Products, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)89
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=variants&range=1y" alt="Variants, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)134
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1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=collections&range=1y" alt="Collections, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)3
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=vendors&range=1y" alt="Brands carried, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)15
YoY +650.0%Best Nov 2026 15Worst Oct 2026 0▲ 1 mo rising
12 points · Dec 1, 2025 → Nov 1, 2026 · catalog
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=launches&range=1y" alt="Launches / mo, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)15
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=added_30d&range=1y" alt="Products added, 30 days, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)84
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=updated_7d&range=1y" alt="Products updated, 7 days, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)2%
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=sold_out_share&range=1y" alt="Variants sold out, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Pricing
$48
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1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=median_price&range=1y" alt="Median price, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)$0
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=price_min&range=1y" alt="Cheapest price, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)$500
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=price_max&range=1y" alt="Highest price, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)6%
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=on_sale_share&range=1y" alt="Products on sale, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)7%
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=avg_discount&range=1y" alt="Average discount, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Reviews & apps
55.4K
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=reviews_total&range=1y" alt="Public reviews, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)152
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=reviews_month&range=1y" alt="Reviews / mo, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)4.2 ★
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=rating&range=1y" alt="Rating, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Marketing
3
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=ad_networks&range=1y" alt="Ad networks, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)4
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=socials&range=1y" alt="Social networks linked, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)1
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=ships_to&range=1y" alt="Ships to countries, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)0
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=markets&range=1y" alt="Market locales, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Tech & trust
93
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=trust_score&range=1y" alt="Trust score, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)14
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=tech_count&range=1y" alt="Tools detected, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)6
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=trackers&range=1y" alt="Trackers, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Company
16.2 y
The trend line starts with the next rescan.
1 point · Nov 4, 2026 · scan
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<a href="https://trust-the.store/scan/milkbarstore.com#history"><img src="https://trust-the.store/api/v1/scan/milkbarstore.com/chart.svg?metric=domain_age&range=1y" alt="Domain age, milkbarstore.com" width="480" height="240" /></a>[](https://trust-the.store/scan/milkbarstore.com#history)Green points are observed. Amber points are our estimates or reconstructed from public data (Tranco's daily list, product launch dates). Gaps longer than 45 days are left open.
Peer benchmarks
| Metric | Value | All stores | Shopify | Lookalikes |
|---|---|---|---|---|
| Est. revenue / mo | $947K | P39#374/611 | P48#164/312 | P60#9/21 |
| Est. orders / mo | 15.8K | P48#319/611 | P62#118/312 | P70#7/21 |
| Traffic rank (Tranco) | #186,867 | P48#314/608 | P62#118/309 | P70#7/21 |
| Est. visits / mo | 1.1M | P48#314/608 | P62#118/309 | P70#7/21 |
| Products | 84 | P25#288/382 | P23#222/290 | P15#18/21 |
| Variants | 89 | P10#327/365 | P9#259/286 | P5#20/21 |
| Collections | 134 | P44#205/367 | P43#164/290 | P43#12/21 |
| Brands carried | 3 | P64#105/365 | P64#84/286 | P68#6/21 |
| Products added, 30 days | 15 | P55#161/365 | P57#120/286 | P63#8/21 |
| Products updated, 7 days | 84 | P23#280/365 | P22#222/286 | P15#18/21 |
| Variants sold out | 2% | P86#51/365 | P86#41/286 | P85#4/21 |
| Median price | $48 | P42#210/365 | P38#177/286 | P45#12/21 |
| Cheapest price | $0 | P2#352/365 | P2#276/286 | P0#21/21 |
| Highest price | $500 | P55#154/365 | P56#119/286 | P75#5/21 |
| Products on sale | 6% | P46#199/365 | P39#174/286 | P30#15/21 |
| Average discount | 7% | P2#242/248 | P1#199/202 | P0#18/18 |
| Public reviews | 55.4K | P73#60/222 | P72#51/181 | P87#3/16 |
| Reviews / mo | 152 | P58#92/217 | P57#77/176 | P40#10/16 |
| Rating | 4.2 ★ | P1#174/176 | P1#142/144 | P0#15/15 |
| Ad networks | 3 | P67#182/625 | P50#141/317 | P28#14/21 |
| Social networks linked | 4 | P46#213/541 | P45#122/311 | P40#10/21 |
| Ships to countries | 1 | P10#297/367 | P9#239/290 | P15#15/21 |
| Market locales | 0 | P36#109/396 | P37#85/317 | P43#4/21 |
| Trust score | 93 | P90#45/560 | P85#38/311 | P93#2/21 |
| Tools detected | 14 | P87#61/626 | P79#51/317 | P65#6/21 |
| Trackers | 6 | P25#441/625 | P40#172/317 | P65#8/21 |
| Domain age | 16.2 y | P40#375/628 | P51#151/307 | P40#13/21 |
Store events
November 2026
- Added Shoplift (A/B testing)ab-testing
- Added PostPilot (direct-mail retargeting)advertising
- Added Google Tag Managertag-manager
- 15 products launched in 2026-11a typical month launches 2
September 2026
- 12 products launched in 2026-09a typical month launches 2
August 2026
- 13 products launched in 2026-08a typical month launches 2
June 2026
- 10 products launched in 2026-06a typical month launches 2
Stack timeline
- Cloudflare
- Cookiebot
- Elevar
- Google Tag Manager
- Klarna
- Klaviyo
- Okendo
- Pinterest Tag
- PostPilot (direct-mail retargeting)
- Shop Pay
- Shopify
- Shopify Analytics
- Shoplift (A/B testing)
- TikTok Pixel
Best sellers · merchant's own collection
#16" Birthday Cake
$65.002026-07-24
#2The Cookie Faves Tin - 12 Count
$48.002020-09-22
#3Birthday Truffle Sampler
$58.002025-12-21
#4Milk Bar® Pie
$53.002019-01-11
#5The Milk Bar Sampler
$60.002025-12-07
#6The Birthday Classic
$97.002026-08-25
#7B'Day Truffle Dozen Box
$40.002019-12-19
#8Assorted Cookie Tin - 6 Count
$28.002019-08-15
Newest products
- #1SOLD OUT
Holiday Assorted Truffle Box - 18 Count
$58.002026-11-03
#2Candy Letters
$8.002026-11-02
#3Super Crunchy Cookies 4-Pack
$32.002026-11-02
#4Double Chocolate Chip Super Crunchy Cookies (1 PACK)
$8.002026-11-02
#5The Gluten-Free Gathering
$1152026-11-02
#6Harvest Duo
$92.002026-11-02
#7All the Pie
$1052026-11-02
#8Fall's Best Bites
$1182026-11-02
Launch cadence · 12 months
Price bands · cheapest variant
Catalogue · 84 products read
Collections · 134
Product types
Top tags
Ad pixels on the store · 3
CDRUK0BC77U0T37I2PPG2614394235200A pixel means the shop measures conversions for that network; it usually advertises there.
Social accounts · 4
Ad libraries
Live ad counts appear here when the deployment sets META_AD_LIBRARY_TOKEN; the links above open each library pre-filled.
Company & footprint
Rescan to collect company, DNS and footprint data.
Technologies · 14
Platform
- Shopify
evidence (7)
- header powered-by: Shopify
- cookie _shopify_essential
- cookie cart_currency
- request https://cdn.shopify.com/
- page source matches cdn\.shopify\.com
- page source matches Shopify\.theme
- page source matches \b[a-z0-9][a-z0-9-]*\.myshopify\.com\b
Ad pixels
- PostPilot (direct-mail retargeting)
evidence (1)
- Shopify web pixel (app 1442446)
- TikTok Pixel
CDRUK0BC77U0T37I2PPGevidence (1)
- Shopify web pixel (app 4383523)
- Pinterest Tag
2614394235200evidence (1)
- Shopify web pixel (app 3009811)
Analytics
- Shopify Analytics
evidence (1)
- request https://monorail-edge.shopifysvc.com/
Tag managers
- Google Tag Manager
GTM-PZ9LCCXevidence (1)
- page source matches \/ns\.html\?id=GTM-[A-Z0-9]{4,9}
- Elevar
evidence (1)
- Shopify web pixel (app 2509311)
Email & SMS
- Klaviyo
Taza39evidence (2)
- request https://static.klaviyo.com/onsite/js/Taza39/klaviyo.js?company_id=Taza39
- Shopify web pixel (app 123074)
Reviews
- Okendo
evidence (1)
- request https://cdn-static.okendo.io/reviews-widget-plus/js/okendo-reviews.js
Payments
- Shop Pay
evidence (1)
- request https://shop.app/
- Klarna
evidence (1)
- page source matches klarna-placement
Consent
- Cookiebot
evidence (1)
- request https://consent.cookiebot.com/uc.js
A/B testing
- Shoplift (A/B testing)
evidence (1)
- Shopify web pixel (app 7521861633)
CDN & bot protection
- Cloudflare
evidence (2)
- header server: cloudflare
- header cf-ray: a554a9f248e983cc-MRS
Third-party hosts · 11
api.config-security.com · backinstock.useamp.com · cdn-static.okendo.io · cdn.kustomerapp.com · cdn.shopify.com · conf.config-security.com · consent.cookiebot.com · d3hw6dc1ow8pp2.cloudfront.net · monorail-edge.shopifysvc.com · shop.app · static.klaviyo.com
Page speed & weight
Not measured: the home page was not served to our scanner, or the scan predates this check.
Trends
- Nov 4, 2026+ Google Tag Manager+ PostPilot (direct-mail retargeting)+ Shoplift (A/B testing)
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Own this shop?
Everything above is observed from outside. Own this store? Claim it: connect a read-only key to publish verified revenue instead.