62
Quality Score
Solid
Potions – AI Shortcuts
Low confidence
✍️ bumetric analysis
“
Potions – AI Shortcuts is an iOS app from FOUTURE in the Productivity category, currently rated 4.5★ across 20 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 62: 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
$2.0K
per month
→
12-mo forecast
$1.7K – $6.3K
per month
→
24-mo forecast
$1.6K – $14.5K
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD💰 Estimated build cost
$65K
↳ What it cost to build · not monthly revenue
Likely range $50K – $90K
$25K · MVP floor$100K · indie scale$500K+ · studio build
📈Pays back in ~2 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 |
| ⚙1.9y maintenance × ~1-person team | +$11K |
Total estimate$65K
ONE-TIME · EXIT VALUE💵 Estimated acquisition value
$600K
↳ What it would sell for · not monthly revenue
Marketplace range $425K – $800K · 18× MRR multiple
💸~9.2× 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 |
| 📅1.9y proven track record | +10% |
| ⭐★ rating ≥ 4.4 (solid) | +8% |
| 🏷Productivity category multiple | +8% |
| ⭐Small user base (<1K ratings) | -8% |
Final multiple18× MRR
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 70%
Also possible
Flutter
Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries — for binary-level certainty you would need an SDK intelligence tool or the manifest itself. Reasoning chain on the right. Full ruleset on /methodology.
Signals we read
| 📦App bundle size | 38 MB |
| 🏷Category context | Productivity |
| 📦Small-mid iOS bundle | → Native SwiftUI (post-2020 era) |
💀 Maintenance status
Slowing
30%
Last shipped 2025-12-04 · 172 days ago
0 · Active50 · At risk100 · Abandoned
Heuristic risk score from time-since-last-update + ratings velocity proxy + Editor's Choice / curated featuring signals. Calibrated against 2024-2025 app-store ranking decay reports. Not a guarantee — a quiet app with a healthy codebase looks the same as an abandoned one until something breaks. Full math on /methodology.
Risk signals
| 📅5 months since last update | Slowing cadence |
VerdictSlowing
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$2.0K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
6 months
$1.7K – $4.0K
12 months
$1.7K – $6.3K
24 months
$1.6K – $14.5K
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
Early-stage solo · 41/100INDIE TIERexpected for tierRevenue Strength
3.3
Product Quality
3.6
Market Position
2.0
Growth Velocity
5.0
Defensibility
2.5
Operational Safety
10.0
Founder Strength
5.5
Monetization Maturity
1.0
- 💰 Revenue: Modest — $798 - $4989/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.55★ across 20 reviews — weak — significant quality concerns.
- 📍 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 = $35K-$63K. Portfolio play ($32K/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 7 of 7 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($0.99)METRIC | +$2,800 | |
| subscriptionREVIEW | +$2,500 | |
| Excellent rating (4.5★)METRIC | +$2,200 | |
| 5 starREVIEW | +$1,800 | |
| highly recommendREVIEW | +$1,400 | |
| Pre-traction phase (20 ratings)METRIC | −$300 | |
| Growing app (1y old)METRIC | +$200 |
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.
App Specs
🔐 Own this app? Claim & verify MRR →💾 38 MB🔞 4+📱 iOS 17.6+🔖 v1.12🔄 updated 5mo ago🌐 EN, DE, HI, ES📂 Productivity💰 Paid🚀 Launched 2024 (1y old)
📝 About this app
Potions: Instant AI Assistance for Any Task. Paste, brew & share. No subscription, start for free.
-- Reply to emails, proofread text, create content, get inspired & more --
Discover our expansive and ever-growing collection of customizable prompt recipes: accomplish everyday tasks with just one tap – quick email replies, summaries, creative inspiration, and much more. Get started for free and transform how you handle daily text tasks in seconds.
Customize your launchpad for direct and hassle-free access to (chat) GPT-3.… View full description on the official store →
-- Reply to emails, proofread text, create content, get inspired & more --
Discover our expansive and ever-growing collection of customizable prompt recipes: accomplish everyday tasks with just one tap – quick email replies, summaries, creative inspiration, and much more. Get started for free and transform how you handle daily text tasks in seconds.
Customize your launchpad for direct and hassle-free access to (chat) GPT-3.… View full description on the official store →
🆕 What's New · v1.12
This update includes some optimizations and bug fixes.
📅
What Worked™ · Development Pipeline
5 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 →
2026-04
💲
Went paid — introduced $0.99 price point
2025-01
📈
Crossed 10 ratings — social-proof flywheel kicking in
2024-09
⭐
Rating ↓ 4.50 → 4.00 (dropped 0.50★)
2024-08
⭐
Rating ↓ 5.00 → 4.67 (dropped 0.33★)
2024-06
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 4.55★ | 20 | 4.55★ this version |
| 🇬🇧 GB | 0★ | 0 | — |
| 🇩🇪 DE | 4.93333★ | 15 | 4.93333★ this version |
| 🇫🇷 FR | 0★ | 0 | — |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇨🇦 CA | 0★ | 0 | — |
| 🇦🇺 AU | 4★ | 2 | 4★ this version |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇮🇳 IN | 0★ | 0 | — |
🔔
Track this app’s revenue
FREEGet an email when revenue moves by your threshold. No spam, unsubscribe in one click.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Potions – AI Shortcuts
- Developer
- FOUTURE
- Bundle ID
- com.mm.ai-shortcuts
- App Store URL
- Open in App Store
- Category
- Productivity
- Content rating
- 4+
- Languages
- EN, DE, HI, ES
Company
- Website
- potionsai.com
- Tagline
- Potions - AI Shortcuts
- 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
- $32.8K/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 Reviews13 latest · avg 4.38★ · 53.8% 5★ · 0% 1★
5★7 (54%)
4★5 (38%)
3★0 (0%)
2★1 (8%)
1★0 (0%)
+1 ratings/week
Praise: love ×5 great ×4 amazing ×1 perfect ×1 recommend ×1Complaints: subscription ×1
Top positive
★★★★★ Great app!
Love how it integrates with Apple Shortcuts and has widget capabilities! Have the widget on my iPad Home Page.…
★★★★★ Great
Like McDonald I’m loving it…
Top negative
★★☆☆☆ Not bad
Pretty good…
📈Ratings growth20 ratings+1900% lifetimeShow 3-year history estimate ▾
Tracked (14 weeks) Pre-tracking estimate (24 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.
Similar apps in Productivity
About this analysis
Why low confidence: only 20 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
Potions – AI Shortcuts is a small / niche iOS app in the productivity space with weak public traction — only 20 ratings, no founder-verified MRR, and not ranked in any monitored grossing chart. The app appears to be monetised, but public signals are too sparse for a precise revenue estimate.
Bottom line: treat all revenue, audience and acquisition-value numbers on this page as directional only — not founder-verified facts.
❓ Frequently Asked Questions
7 answers · auto-generated from this app's public dataHow much does Potions – AI Shortcuts make per month?▴
Our model estimates Potions – AI Shortcuts earns roughly $32K/mo, but with only 20 ratings the confidence interval is wide. No founder-verified MRR is available for this app, so this is a model output calibrated against comparable apps in the same category. See methodology for the formula.
What apps are like Potions – AI Shortcuts?▴
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.
What is Potions – AI Shortcuts built with?▴
Our heuristic places Potions – AI Shortcuts on the Native iOS (SwiftUI) stack (Medium confidence, 70%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Flutter.
Is Potions – AI Shortcuts still actively maintained?▴
Maintenance status: Slowing (30% abandonment risk). Last shipped version was 5 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
When was Potions – AI Shortcuts last updated?▴
Potions – AI Shortcuts last shipped a new version on 2025-12-04 — 5 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Potions – AI Shortcuts?▴
Potions – AI Shortcuts is published by FOUTURE 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 Potions – AI Shortcuts's BU Score?▴
Potions – AI Shortcuts has a BU Score of 62/100 (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.