Shopping.List
64
Quality Score
Solid
Shopping.List
Low confidence
✍️ bumetric analysis
“
Shopping.List is an iOS app from Renee Borsari in the Productivity category, currently rated 4.5★ across 49 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 64: Solid (established niche player). For a Productivity app, that means established niche player. 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
$1.9K
per month
→
12-mo forecast
$1.6K – $5.9K
per month
→
24-mo forecast
$1.5K – $13.8K
per month
INDIE 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
ONE-TIME · BUILD
💰 Estimated build cost
$55K
↳ What it cost to build · not monthly revenue
Likely range $40K – $75K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~5 months 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 |
| ⚙ Productivity complexity ×1.10 | +$5K |
Total estimate
$55K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$175K
↳ What it would sell for · not monthly revenue
Marketplace range $125K – $225K · 16× MRR multiple
💸
~3.2× return on build cost
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 ≥ 4.4 (solid) | +8% |
| 🏷 Productivity category multiple | +8% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
16× MRR
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$1.9K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition
6 months
$1.6K – $3.7K
12 months
$1.6K – $5.9K
24 months
$1.5K – $13.8K
Compound growth at +6.0% MoM (tier baseline for INDIE). Range widens with horizon — typical noise band ±40% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Pre-traction · 39/100INDIE TIERlimited signalRevenue Strength
3.3
Product Quality
3.6
Market Position
2.0
Growth Velocity
5.0
Defensibility
4.5
Operational Safety
7.0
Founder Strength
5.0
Monetization Maturity
1.0
- 💰 Revenue: Modest — $754 - $4716/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.55★ across 49 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 1140d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (1140d since update).
🎯 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 = $33K-$60K. Portfolio play ($10K/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 8 of 8 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($0.00)METRIC | +$2,800 | |
| Excellent rating (4.5★)METRIC | +$2,200 | |
| excellent appREVIEW | +$1,500 | |
| Mature app (10y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| annoying adsREVIEW | −$1,100 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (49 ratings)METRIC | −$300 |
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 · v1.47
* Completed bug fix initiated in V1.46; deleting favorite item marked for shopping list now also removes the item from associated active category list and active location list.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Shopping.List
- Developer
- Renee Borsari
- Bundle ID
- com.BorsariTechnicalServices.FamilyShoppingList
- App Store URL
- Open in App Store
- Category
- Productivity
- Content rating
- 4+
- Languages
- EN
Company
- Website
- Not found
- Tagline
- Today
- Description
- Find apps and games for iPhone, iPad, Mac, and more on the App Store.
- Founded
- Not found
- 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
- $10.4K/mo
- Top-grossing rank
- Outside top 100 in US Productivity
- 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.
⭐Recent App Store Reviews25 latest · avg 4.32★ · 72.0% 5★ · 12.0% 1★
5★18 (72%)
4★3 (12%)
3★1 (4%)
2★0 (0%)
1★3 (12%)
+3 ratings/week
Praise: great ×10 love ×5 favorite ×4 best ×2 excellent ×2Complaints: crash ×1 hate ×1 bug ×1
Top positive
★★★★★ Me
Love, love, LOVE this app!!! ❤️❤️❤️ Please don’t change a thing!!!🤞…
★★★★★ Lite
I was looking for an app that won’t take up a lot of space on my phone. This is it. Nice job. Not a fan of the latest update. Having to add a location/store is an extra and frustrating step that is not needed.…
Top negative
★☆☆☆☆ Hate it
Not easy to use and difficult to add your own products.…
★☆☆☆☆ Disappointed
This app was not easy to use. Very disappointed.…
📈Ratings growth49 ratings+4800% lifetimeShow 3-year history estimate ▾
Tracked (28 weeks) Pre-tracking estimate (37 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.
💰Pricing History$0.00 → $0.99 (+0%)
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
Do you make shopping lists and then forget to take them with you? Do you fumble trying to figure out which products have associated coupons? Do you wish you could easily send your shopping list to another family member? If so, this app is for you.
- When you create your shopping list, each item can be saved in your favorites so next time the item can be easily selected.
- You can associate shopping items with a particular store/location and then list only those items when desired.
- You can sort your shopping list either alphabetically or according to the item's category.… View full description on the official store →
- When you create your shopping list, each item can be saved in your favorites so next time the item can be easily selected.
- You can associate shopping items with a particular store/location and then list only those items when desired.
- You can sort your shopping list either alphabetically or according to the item's category.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 3 MB🔞 4+📱 iOS 13.0+🔖 v1.47🔄 updated 0d ago🌐 EN📂 Productivity💰 Paid
📅
What Worked™ · Development Pipeline
4 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 →
2019-01
📈
Crossed 10 ratings — social-proof flywheel kicking in
2019-01
⭐
Rating ↓ 4.50 → 4.11 (dropped 0.39★)
2018-09
⭐
Rating ↓ 5.00 → 4.33 (dropped 0.67★)
2018-05
🚀
First tracked snapshot — initial data captured
🔎
ASO Keyword Positions
BEST RANK #30Ranked for 1 App Store search query in our last keyword sweep. Lower position = closer to the top.
shopping list·#30🇺🇸
Last sweep: 2026-05-19 · iTunes Search API
🌍
Multi-Country Performance
Available in 7 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 4.55102★ | 49 | 4.55102★ this version |
| 🇬🇧 GB | 4.52941★ | 17 | 4.52941★ this version |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇨🇦 CA | 5★ | 1 | 5★ this version |
| 🇦🇺 AU | 5★ | 1 | 5★ this version |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇮🇳 IN | 0★ | 0 | — |
🔔
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📝 Description
95
BU Score · Transcendent
Similar apps in Productivity
About this analysis
Why low confidence: only 49 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Shopping.List make per month?▴
Based on our ML-calibrated revenue forecast, Shopping.List earns approximately $10K/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 Shopping.List?▴
Browse the full Productivity 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 Shopping.List?▴
Shopping.List is published by Renee Borsari 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 Shopping.List's BU Score?▴
Shopping.List has a BU Score of 64/100 (Solid). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.