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82
BU Score
Excellent

Think Dirty – Shop Clean

4.8 ✍️ Editor
✍️ BU Analytics Review

Think Dirty – Shop Clean is an iOS app from Think Dirty Inc. in the Health & Fitness category, currently rated 4.8★ across 54,935 ratings. Initial signal reads as mixed reviews — supporters praise core features while critics cite stability/value gaps.

Our BU Score puts it at 82Excellent (strong product-market fit). For a Health & Fitness app, that means strong product-market fit.

Track changes month-over-month in the Performance section below — live snapshot history and revenue forecast included.

📊 Performance Tracking LIVE

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Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
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since first record
Range:

💰 Forecast Revenue / mo

MODEL
Revenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 10 of 10 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Mid install base (54,935 ratings)METRIC
+$5,500
premiumREVIEW
+$2,200
Excellent rating (4.8★)METRIC
+$2,200
5 starREVIEW
+$1,800
excellent appREVIEW
+$1,500
Mature app (12y old)METRIC
+$1,500
highly recommendREVIEW
+$1,400
slowREVIEW
−$1,200
priceyREVIEW
−$800
Ad-supported / freemiumMETRIC
+$600
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.
💚Sentiment Over Time↑ green = positive · ↓ red = negative
Jun 25
Jul 25
Aug 25
Sep 25
Oct 25
Nov 25
Dec 25
Jan 26
Feb 26
Mar 26
Apr 26
May 26

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.

🗓️ Snapshot Timeline

HISTORY
Each bar shows a tracked update and the metric delta from the previous snapshot.
App Specs
🔐 Own this app? Claim & verify MRR →
💾 61 MB🔞 4+📱 iOS 16.0+🔖 v4.29.0🔄 updated 2w ago🌐 EN, ZH, ZH📂 Health & Fitness💰 Paid🚀 Launched 2013 (12y old)

📝 About this app

Think Dirty is your go-to skincare scanner, beauty product checker, and cosmetic ingredient analyzer — designed to help you decode labels and make safer choices. Loved by over 8 million users, our app makes it easy to learn about potentially toxic ingredients in your skin care, hair care, and cosmetic products. Use our barcode scanner, and Think Dirty instantly delivers easy-to-understand, trustworthy product ratings and ingredient analysis. Whether comparing products, checking for skin allergy triggers, or scanning items in-store, Think Dirty empowers you to shop smarter and live cleaner. Think Dirty is free to download with premium features for deeper product reviews and clean beauty recommendations powered by AI.

WHY THINK DIRTY?
- Ingredient-Focused Ratings: Think Dirty® uniquely evaluates products based solely on their chemical content, not brand reputation or marketing claims.
- No Greenwashing: We don't consider environmental or social factors that can artificially lower a product's toxicity rating – our focus is strictly on health-related impact.
- Truly Independent: Think Dirty® remains unaffiliated with third parties, ensuring unbiased, consumer-first product assessments.

TOP FEATURES:
- Scan or Search Products Instantly: Compare over 2.6 million products – skincare, cosmetic, hair care, personal care, household, baby, and pet items – and get detailed health impact breakdowns.
- Real-Time Beauty Scanner (Premium & All Access): Instantly scan beauty, skincare, cosmetic, and household products for immediate safety ratings, toxicity scores, and cleaner alternatives – no waiting required!
- Personalized Ingredient Preferences (Premium & All Access): Pre-select your allergens, acne triggers, and ingredient preferences for a personalized shopping experience. You'll also receive alerts if carcinogens or harmful ingredients are detected in the products you view.
- Ingredient Checker & Alerts (Premium & All Access): Flag allergens or harmful ingredients ahead of time and get alerts for products you scan or view.
- Curated Safe Product Lists (Premium): Browse categories such as Mineral Sunscreens, Vegan Makeup, Cruelty-Free Beauty, SLES-free Skincare, Sustainable Beauty, and more.
- Product Comparison: Compare products side-by-side to find the safest, most effective option for your skincare routine.
- UPC + OCR Submissions: Can't find a product? Use OCR to scan the barcode and the ingredients label, then submit. Contributors will receive a discount code and notification once the product is added!

LOVED BY EXPERTS:
Recommended by: Dr. Amen, Dr. Darshan Shah, Dr. Anthony Youn, and Dr. Mindy Pelz

AWARDED:
- App Store "App of the Day"
- App Store Changemaker 2023
- Featured in App Store Canada's #VoicesOfChangeCanada
- Fast Company World Changing Ideas Awards – Overall Winner, 2020
- Trusted by 8M+ Users

PRESS & PRAISE:
"What changed my routine and really my life is the Think Dirty app." – Ruby Rose
"It helps me make informed choices on products I bring home." – TED Blog
"Think Dirty miiiight be the best app ever." – Grist
"An App That Helps You Find the Safest Make-up." – The Atlantic
"Tse's mission is personal—her mother is a breast cancer survivor." – Fast Co.

Whether you're managing acne-prone skin, searching for pregnancy-safe cosmetics, seeking vegan hair products, or simply want to understand what's in your baby and household products, Think Dirty gives you the transparency to make safer choices for your health.

Download the Think Dirty app and join millions making cleaner beauty choices every day.

🆕 What's New · v4.29.0

Spring clean your routine with Analyze Ingredients. No barcode? No problem. Paste an ingredient list or product URL, and we’ll break down every ingredient so you can shop with peace of mind.

Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
Think Dirty – Shop Clean
Developer
Think Dirty Inc.
Bundle ID
com.thinkdirty.thinkdirtyapp
App Store URL
Open in App Store
Category
Health & Fitness
Content rating
4+
Languages
EN, ZH, ZH

Company

Website
Not found
Tagline
12.3K
Description
Think Dirty® app educates users on potential toxins in household, personal care and beauty products. Just scan the product barcode and Think Dirty will give you easy-to-understand info on the product, its ingredients, and shop cleaner options!
Founded
Not found
HQ / Address
Not found
Employees
Not found
Logo
OG image

Revenue

Verified revenue / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
ML model estimate / mo
$28.2K/mo
Top-grossing rank
Outside top 100 in US Health & Fitness
All-time revenue
Not found
Pricing
Not found

Founder

Name
Not found
X / Twitter
https://www.netflix.com/tudum/articles/the-plastic-detox-where-are-the-couples-now
LinkedIn
https://ca.linkedin.com/company/thinkdirty
GitHub
Not found
X followers
Not found
Public statements
Not found

Funding

Total raised
Not found
Last round
Not found
Investors
Not found
Crunchbase
Not found
AngelList
Not found

Press & Links

Articles found
Not found
Listed on
Not found
Blog
https://www.thinkdirtyapp.com/press/
Press / News
Not found

Contacts & Socials

Socials
facebook · instagram · linkedin · medium · tiktok · twitter · youtube
Email
Not found
Phone
Not found
Contact page
Not found
About page
https://www.thinkdirtyapp.com/about/
Recent App Store Reviews49 latest · avg 2.57★ · 30.6% 5★ · 46.9% 1★
5★
15 (31%)
4★
1 (2%)
3★
4 (8%)
2★
6 (12%)
1★
23 (47%)
+86 ratings/week
Praise: love ×8 great ×7 recommend ×2 amazing ×1 best ×1Complaints: subscription ×7 expensive ×2
Top positive
★★★★★ Useful information!
I appreciate being able to scan products in the store. And if a product is not in Think Dirty’s database, I can scan it and add it; they do the research it and get back to me — great support!…
★★★★★ THE BEST
Questionable products - honest answers!! I love this app I’ll pay for it every year!…
Top negative
★☆☆☆☆ To expensive
Have to pay to do anything…
★☆☆☆☆ 👎
Does a good job but the fact that they have added a subscription that makes you pay for basic information is ridiculous. There are plenty of other competing apps with free information. Will never be redownloading or recommending to anyone. …
📈Ratings growth54,935 ratings+-5% lifetimeShow 3-year history estimate ▾May 2023Oct 2025May 2026
Tracked (53 weeks) Pre-tracking estimate (34 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Geographic ReachNot ranked
This app is currently outside the top 100 grossing in all 9 countries we monitor (US, UK, DE, FR, JP, CA, AU, BR, IN). Niche or new apps often launch this way — popularity rankings appear once daily revenue clears the regional threshold.
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
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