Shipt: Shopper and Driver
79
Quality Score
Strong
Shipt: Shopper and Driver
High confidence
✍️ bumetric analysis
“
Shipt: Shopper and Driver is an iOS app from Shipt in the Business category, currently rated 4.7★ across 223,968 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 79: Strong (healthy traction). For a Business app, that means healthy traction. 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
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
🤖Also on Android
$1.1K/mo · 40K ratings · 4.2★
View →
ONE-TIME · BUILD
💰 Estimated build cost
$130K
↳ What it cost to build · not monthly revenue
Likely range $100K – $175K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~1.5y 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 (137 MB) | +$34K |
| ⚙ Business complexity ×1.50 | +$42K |
Total estimate
$130K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$150K
↳ What it would sell for · not monthly revenue
Marketplace range $100K – $175K · 20× MRR multiple
💸
~1.2× build cost (break-even+)
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% |
| 🏷 Business category multiple | +10% |
| ⭐ Mature user base (100K+ ratings) | +5% |
Final multiple
20× MRR
👥 Estimated audience size
14.5M
Lifetime downloads (US-equivalent)
Monthly active
3.1M
Daily active
945K
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
| 📲 Business engagement | ~65 installs / rating |
| 🔁 Business D30 retention | 22% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% 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 · 50/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
5.7
Product Quality
9.4
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
5.6
Market Position
0.0
Operational Safety
10.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.71★ across 223,968 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. Portfolio play ($9K/mo combined) commands premium.
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 12 of 12 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (223,968 ratings)METRIC | +$12,000 | |
| Excellent rating (4.7★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| cancelledREVIEW | −$1,500 | |
| excellent appREVIEW | +$1,500 | |
| Mature app (8y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| support teamREVIEW | +$900 | |
| 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 · v4.115.0
Every few weeks, we update the Shipt Shopper app so it runs better than ever. Update today for the latest and greatest! This update includes the following:
- bug fixes
- general maintenance
- performance enhancements
- bug fixes
- general maintenance
- performance enhancements
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Shipt: Shopper and Driver
- Developer
- Shipt
- Bundle ID
- com.shipt.shopper
- App Store URL
- Open in App Store
- Category
- Business
- Content rating
- 4+
- Languages
- EN
Company
- Website
- www.shipt.com
- Tagline
- Not found
- Description
- Not found
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $7.1K/mo
- Top-grossing rank
- Outside top 100 in US Business
- 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: HIGH
The iOS app "Shipt: Shopper and Driver" serves as a platform for independent contractors to manage and fulfill delivery orders for the Shipt service and does not generate direct revenue through in-app purchases or subscriptions from its users. Therefore, its direct revenue is estimated to be null. The overall Shipt platform, which this app supports, has reported annual revenues in the range of $875.9 million to $1.0 billion.
Sources mentioned: Growjo, Zippia, Oyelabs, Alejandro Cremades, Reddit, Everlance, TripLog, App Store, Google Play
📈Ratings growth223,968 ratings+44% lifetimeShow 3-year history estimate ▾
Tracked (28 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
Interested in flexible gig work? With Shipt, you can earn money as a delivery driver or personal shopper. Get paid to deliver packages or shop for groceries and household essentials from local stores. Set your own schedule, work when you want, and enjoy same-day pay opportunities.
Earn money & get paid fast
Personal shoppers earn base pay (offer pay) for any grocery or package delivery based on estimated time and effort
Package delivery drivers earn money for each route they complete
Personal shoppers keep 100% of customer tips on top of base pay… View full description on the official store →
Earn money & get paid fast
Personal shoppers earn base pay (offer pay) for any grocery or package delivery based on estimated time and effort
Package delivery drivers earn money for each route they complete
Personal shoppers keep 100% of customer tips on top of base pay… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 137 MB🔞 4+📱 iOS 15.5+🔖 v4.115.0🔄 updated 0d ago🌐 EN📂 Business💰 Paid
📅
What Worked™ · Development Pipeline
12 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
🔄
Monetization changed: freemium → free
2026-03
⭐
Rating ↑ 2.63 → 4.70 (improved 2.07★)
2026-03
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2025-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
2025-06
📈
Crossed 50 ratings — social-proof flywheel kicking in
2025-05
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-05
⭐
Rating ↑ 2.57 → 2.88 (improved 0.31★)
2025-05
⭐
Rating ↑ 2.25 → 2.60 (improved 0.35★)
2025-05
⭐
Rating ↓ 3.00 → 2.33 (dropped 0.67★)
2025-05
⭐
Rating ↑ 1.00 → 3.00 (improved 2.00★)
2025-05
🚀
First tracked snapshot — initial data captured
🧪
Tech & Domain Intel — shipt.com
- Tech stack
- Stripe · Google Workspace · AWS SES · OpenAI · Atlassian (Jira/Confluence) · Apple Pay / Sign in with Apple · Meta (Facebook) Ads · Microsoft 365
Derived from public RDAP + DNS TXT records (no scraping, no login).
🔔
Track this app’s revenue
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Shipt: Shopper and Driver: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Shipt
View all →📦 Portfolio summaryINDIE studio
4apps·$9K/mocombined
Lead-app heavy — top app contributes 71%
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About this analysis
Why high confidence: 223,968 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Shipt make per month?▴
Based on our ML-calibrated revenue forecast, Shipt earns approximately $7.1K/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 Shipt?▴
Browse the full Business 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 Shipt?▴
Shipt is published by Shipt 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 Shipt's BU Score?▴
Shipt has a BU Score of 79/100 (Strong). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.