Warby Parker
81
Quality Score
Excellent
Warby Parker
High confidence
✍️ bumetric analysis
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Warby Parker is an iOS app from Warby Parker Inc in the Shopping category, currently rated 4.9★ across 295,385 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 81: Excellent (strong product-market fit). For a Shopping app, that means strong product-market fit. The full BU Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
💰 Monthly revenue · now vs forecast
● Right now
$5.0K
per month
→
12-mo forecast
$5.2K – $10.8K
per month
→
24-mo forecast
$6.4K – $19.2K
per month
MID tier
💡 Grow this revenue
Free AI audit of this app’s store listing
- Title & subtitle keyword fit
- Description hook & conversion structure
- Screenshots, ratings, reviews strategy
Typical impact: +2-5× organic installs
📊 Performance Tracking LIVE
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$120K
↳ What it cost to build · not monthly revenue
Likely range $90K – $160K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~3.2y at current MRR
Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age × team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.
Where the money goes
| 🧱 MVP baseline (design + 1-store ship) | +$28K |
| 📱 5 unique screens × $4.5K | +$22K |
| 📦 Asset bundle (390 MB) | +$40K |
| ⚙ Shopping complexity ×1.30 | +$27K |
Total estimate
$120K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$50K
↳ What it would sell for · not monthly revenue
Marketplace range $45K – $75K · 18× MRR multiple
💸
~0.4× build cost (under-water)
Synthetic estimate. Multiple band derived from ad-supported + age, rating quality, category demand, and user-base maturity. Calibrated against 2024-2026 indie-app-marketplace closed-deal medians. Full math + comparable deal list on /methodology.
How the multiple was built
| 📺 Ad-supported base | 15× MRR |
| ⭐ ★ rating ≥ 4.7 (premium) | +15% |
| 🏷 Shopping category multiple | +2% |
| ⭐ Mature user base (100K+ ratings) | +5% |
Final multiple
18× MRR
👥 Estimated audience size
29.5M
Lifetime downloads (US-equivalent)
Monthly active
3.5M
Daily active
630K
Synthetic estimate from ratings × category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent — true global audience can be 5-10× larger for international apps. Full math + source list on /methodology.
How we sized it
| 📲 Shopping engagement | ~100 installs / rating |
| 🔁 Shopping D30 retention | 12% |
| 📍 DAU / MAU stickiness | 0.18 |
DAU / MAU
18% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Below median · 49/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
3.0
Product Quality
9.7
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
6.0
Market Position
0.6
Operational Safety
10.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.86★ across 295,385 reviews — exceptional (top 1% in category).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: Low — no material risk signals detected.
🎯 For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge — otherwise crowded segment.
💵 For acquirers: Estimated asking range 18-32× monthly = $90K-$160K.
Composite of 8 dimensions computed deterministically from public signals — no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
Range:
💰 Forecast Revenue / mo
MODELRevenue 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 13 of 13 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (295,385 ratings)METRIC | +$12,000 | |
| Excellent rating (4.9★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| cancelledREVIEW | −$1,500 | |
| Mature app (10y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| support teamREVIEW | +$900 | |
| priceyREVIEW | −$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🆕 What's New · v128.1.0
Bug fixes and under-the-hood improvements
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Warby Parker
- Developer
- Warby Parker Inc
- Bundle ID
- com.warbyparker.app
- App Store URL
- Open in App Store
- Category
- Shopping
- Content rating
- 4+
- Languages
- EN
Company
- Website
- www.warbyparker.com
- Tagline
- Warby Parker: Eyewear Online | We've Got Your Eyes Covered
- Description
- Shop affordable, high-quality glasses, sunglasses, and contacts at Warby Parker. Frames starting at $95, including prescription lenses.
- Founded
- 2010-02-15
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $3.2K/mo
- Top-grossing rank
- Outside top 100 in US Shopping
- All-time revenue
- Not found
- Pricing
- Not found
Founder
Founder data not yet collected for this app.
Funding
Funding data not yet collected for this app.
Press & Links
Press & Links data not yet collected for this app.
Contacts & Socials
Contacts & Socials data not yet collected for this app.
✨AI Revenue EstimateCONFIDENCE: LOW
Publicly available financial reports for Warby Parker Inc. provide overall company revenue, including e-commerce and retail sales, but do not break down revenue specifically generated by the iOS app. The Warby Parker app primarily functions as a tool for product discovery, virtual try-on, and managing eye care, which drives sales through their website and physical stores rather than direct in-app purchases. Therefore, a distinct revenue estimate for the iOS app is not publicly available.
Sources mentioned: Sensor Tower, Statista, Adapty, Reddit, Warby Parker Investor Relations
📈Ratings growth295,385 ratings+-4% lifetimeShow 3-year history estimate ▾
Tracked (31 weeks) Pre-tracking estimate (36 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.
📝 About this app
Our app is the easiest way to shop for Warby Parker eyeglasses, sunglasses, and contacts. Our eyeglasses start at $95 (prescription included!), and free shipping and returns are included with every order.
With the app you can…
• Shop frames starting at $95, including prescription lenses—plus sunglasses!
• Get personalized frame recommendations from our AI-powered Advisor feature
• Virtually try on frames with lifelike accuracy
• Shop top brands of daily, bi-weekly, and monthly contacts with no hidden fees
• Order 5 frames to try for free with our Home Try-On program… View full description on the official store →
With the app you can…
• Shop frames starting at $95, including prescription lenses—plus sunglasses!
• Get personalized frame recommendations from our AI-powered Advisor feature
• Virtually try on frames with lifelike accuracy
• Shop top brands of daily, bi-weekly, and monthly contacts with no hidden fees
• Order 5 frames to try for free with our Home Try-On program… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 390 MB🔞 4+📱 iOS 18.0+🔖 v128.1.0🔄 updated 0d ago🌐 EN📂 Shopping💰 Free
📅
What Worked™ · Development Pipeline
11 EVENTS TRACKEDDetected changes in this app over its tracked lifetime — each event links cause (what changed) to effect (what moved). Sorted newest first.See full history →Version history →
2026-05
🔧
Shipped update — v? → v128.1.0
2026-04
⭐
Rating ↑ 2.57 → 4.86 (improved 2.29★)
2026-04
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2025-04
📈
Crossed 100 ratings — social-proof flywheel kicking in
2025-03
📈
Crossed 50 ratings — social-proof flywheel kicking in
2025-02
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-02
⭐
Rating ↑ 2.20 → 2.67 (improved 0.47★)
2025-02
⭐
Rating ↑ 1.33 → 2.25 (improved 0.92★)
2025-02
⭐
Rating ↓ 2.00 → 1.50 (dropped 0.50★)
2025-01
🚀
First tracked snapshot — initial data captured
🧪
Tech & Domain Intel — warbyparker.com
- Mail provider
- Google Workspace
- Tech stack
- Microsoft 365 · Anthropic · Apple Pay / Sign in with Apple · Atlassian (Jira/Confluence) · Meta (Facebook) Ads · Google Workspace · OpenAI · Stripe
Derived from public RDAP + DNS TXT records (no scraping, no login).
🌍
Multi-Country Performance
Available in 2 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇨🇦 CA | 4.7263★ | 2,700 | 4.7263★ this version |
| 🇺🇸 US | 4.86277★ | 295,417 | 4.86277★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Warby Parker: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
About this analysis
Why high confidence: 295,385 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Warby Parker make per month?▴
Based on our ML-calibrated revenue forecast, Warby Parker earns approximately $3.2K/mo. This is a US-storefront-equivalent estimate; global revenue can be several times larger for internationally-distributed apps. See the methodology page for the full formula and confidence bands.
What apps are like Warby Parker?▴
Browse the full Shopping category catalog to find similar apps with revenue, build cost, audience and tech stack data. Each /p/{slug} page also shows a Compare side-by-side widget with three peer apps from the same niche.
Who makes Warby Parker?▴
Warby Parker is published by Warby Parker Inc on the Apple App Store. See the full publisher portfolio (other apps by the same developer) via the More by developer block on the product page above.
What is Warby Parker's BU Score?▴
Warby Parker has a BU Score of 81/100 (Excellent). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.