Ai Liberator
41
Quality Score
Emerging
Ai Liberator
Low confidence
✍️ bumetric analysis
“
Ai Liberator is an iOS app from Cameron Wills in the Utilities category, currently rated 3.7★ across 6 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 41: Emerging (early traction worth watching). For a Utilities app, that means early traction worth watching. 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
$1.4K
per month
→
12-mo forecast
$1.2K – $4.3K
per month
→
24-mo forecast
$1.1K – $9.9K
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
$45K
↳ What it cost to build · not monthly revenue
Likely range $35K – $60K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Slow ROI — current MRR is well below build cost
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 |
| ⚙ Utilities complexity ×0.85 | $-7575 |
Total estimate
$45K
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$1.4K/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
$1.2K – $2.7K
12 months
$1.2K – $4.3K
24 months
$1.1K – $9.9K
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 · 33/100INDIE TIERlimited signalGrowth Velocity
5.0
Founder Strength
3.3
Product Quality
3.0
Revenue Strength
3.1
Monetization Maturity
1.0
Defensibility
2.4
Market Position
2.0
Operational Safety
7.0
- 💰 Revenue: Modest — $542 - $3389/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 3.7★ across 6 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 465d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (465d 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 = $24K-$43K.
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 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($4.99)METRIC | +$2,800 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (6 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.
🆕 What's New · v1.3
- Added new custom instructions for GPT-4o-NEW & o3-MINI
- Added Claude 3.7 Sonnet
- Added Gemini 2.0 Pro Experimental
- Added Fetch AI ASI1-MINI
- Added QWEN Thinking QWQ
- Added Claude 3.7 Sonnet
- Added Gemini 2.0 Pro Experimental
- Added Fetch AI ASI1-MINI
- Added QWEN Thinking QWQ
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Ai Liberator
- Developer
- Cameron Wills
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- Utilities
- 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
- $201/mo
- Top-grossing rank
- Not found
- 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.
📈Ratings growth6 ratingsShow 3-year history estimate ▾
Tracked (9 weeks) Pre-tracking estimate (17 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
This is a very simple yet powerful tool that will convert a prompt an AI would normally struggle to answer into one it will answer.
Here's how it works:
1) Select your AI of choice
2) Type in your spiciest prompt and press the "Liberate" button to copy the new prompt to your clipboard
3) Open up you AI chat of choice, and paste in the new liberated prompt to get your response
The following AI models are supported:
- GPT-4o-NEW/o3-MINI, GPT-4o (Chat), GPT-4o-mini, GPT-3.5, System Prompt Generator (playground), and Custom GPT's
- Claude 3.7 Sonnet, Claude 3.5 Sonnet 20241022, Claude 3.… View full description on the official store →
Here's how it works:
1) Select your AI of choice
2) Type in your spiciest prompt and press the "Liberate" button to copy the new prompt to your clipboard
3) Open up you AI chat of choice, and paste in the new liberated prompt to get your response
The following AI models are supported:
- GPT-4o-NEW/o3-MINI, GPT-4o (Chat), GPT-4o-mini, GPT-3.5, System Prompt Generator (playground), and Custom GPT's
- Claude 3.7 Sonnet, Claude 3.5 Sonnet 20241022, Claude 3.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 9 MB🔞 4+📱 iOS 15.6+🔖 v1.3🔄 updated 0d ago🌐 EN📂 Utilities💰 Paid
📅
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 →
2026-03
⭐
Rating ↑ 3.40 → 3.70 (improved 0.30★)
2026-03
💲
Went paid — introduced $4.99 price point
2026-02
⭐
Rating ↓ 4.00 → 3.40 (dropped 0.60★)
2026-01
⭐
Rating ↓ 5.00 → 4.00 (dropped 1.00★)
2025-03
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 0★ | 0 | — |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇨🇦 CA | 0★ | 0 | — |
| 🇩🇪 DE | 1★ | 1 | 1★ this version |
| 🇫🇷 FR | 0★ | 0 | — |
| 🇬🇧 GB | 1★ | 2 | 1★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
| 🇯🇵 JP | 1★ | 1 | 1★ this version |
| 🇺🇸 US | 3.85714★ | 7 | 3.85714★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Similar apps in Utilities
About this analysis
Why low confidence: only 6 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
Ai Liberator is a early-stage iOS app in the utilities space with weak public traction — only 6 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
4 answers · auto-generated from this app's public dataHow much does Ai Liberator make per month?▴
Low-confidence model estimate. Ai Liberator has only 6 App Store ratings, so our revenue model has very little signal to work with — treat the ~$200/mo figure as directional only, not a verified MRR. No founder-verified revenue data is available for this app. See methodology for the formula and confidence bands.
What apps are like Ai Liberator?▴
Browse the full Utilities 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 Ai Liberator?▴
Ai Liberator is published by Cameron Wills 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 Ai Liberator's BU Score?▴
Ai Liberator has a BU Score of 41/100 (Emerging). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.