Interview Pilot: AI Copilot
62
Quality Score
Solid
Interview Pilot: AI Copilot
Medium confidence
✍️ bumetric analysis
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Interview Pilot: AI Copilot is an iOS app from Liberace AI, currently rated 4.8★ across 561 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 62: Solid (established niche player). For an app like this, 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
$500
per month
→
12-mo forecast
$437 – $1575
per month
→
24-mo forecast
$405 – $3644
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
📈
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 |
| 📦 Asset bundle (62 MB) | +$4K |
Total estimate
$55K
👥 Estimated audience size
84K
Lifetime downloads (US-equivalent)
Monthly active
12K
Daily active
2.5K
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
| 📲 category engagement | ~150 installs / rating |
| 🔁 category D30 retention | 15% |
| 📍 DAU / MAU stickiness | 0.20 |
DAU / MAU
20% sticky
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: low defensibility moat
6 months
$426 – $993
12 months
$437 – $1.6K
24 months
$405 – $3.6K
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
2.7
Product Quality
6.7
Market Position
2.0
Growth Velocity
5.0
Defensibility
2.3
Operational Safety
10.0
Founder Strength
3.1
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.81★ across 561 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: dev shipping weekly.
- ⚠️ 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 = $9K-$16K.
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 5 of 5 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.8★)METRIC | +$2,200 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Early-stage install base (561 ratings)METRIC | +$400 | |
| Single-language (English only)METRIC | −$400 | |
| 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 · v6.38
Support for External Keyboards and Apple Watch is HERE! Huge updates bring a new Apple Watch app, Live Activities and more! Thank YOU for the overwhelming support for Interview Pilot, the #1 Interview Copilot on App Store! We'd love to hear your feedback, please reach out to our… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Interview Pilot: AI Copilot
- Developer
- Liberace AI
- Bundle ID
- Liberace.InterviewAI
- App Store URL
- Open in App Store
- Category
- Not found
- Content rating
- 4+
- Languages
- EN
Company
- Website
- Not found
- Tagline
- Live AI Interview Copilot
- Description
- Get real-time interview answers during your interview with AI Copilot. Ace any technical or behavioral questions instantly.
- Founded
- 2023
- 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
- $115/mo
- Top-grossing rank
- Outside top 100 in US
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- x.com/interview_pilot
- linkedin.com/company/interview-pilot
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
Funding data not yet collected for this app.
Press & Links
Press & Links data not yet collected for this app.
Contacts & Socials
- Socials
- instagram instagram.com/interview_pilot · linkedin linkedin.com/company/interview-pilot · tiktok tiktok.com/@interview_pilot · twitter x.com/interview_pilot
- support@liberaceai.com
- Phone
- Not found
- Contact page
- Not found
- About page
- Not found
📈Ratings growth561 ratings+958% lifetimeShow 3-year history estimate ▾
Tracked (5 weeks) Pre-tracking estimate (15 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.
🚀Version Release Timeline3 releases tracked
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
Interview Pilot is the #1 interview assistant designed to help job seekers excel during interviews. With over 100,000+ users, Interview Pilot offers instant, tailored answers to interview questions using the latest state-of-the-art deep neural network models, providing real-time responses to any interview question.
Get real-time support for behavioral, technical, product, consulting, finance, coding, or any other role-specific interview questions.… View full description on the official store →
Get real-time support for behavioral, technical, product, consulting, finance, coding, or any other role-specific interview questions.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 62 MB🔞 4+📱 iOS 17.0+🔖 v6.38🔄 updated 0d ago🌐 EN💰 Paid
📅
What Worked™ · Development Pipeline
2 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
📈
Crossed 500 ratings — social-proof flywheel kicking in
2026-03
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 4.79602★ | 603 | 4.79602★ this version |
| 🇬🇧 GB | 4.58333★ | 72 | 4.58333★ this version |
| 🇩🇪 DE | 4.65517★ | 29 | 4.65517★ this version |
| 🇫🇷 FR | 4.85185★ | 27 | 4.85185★ this version |
| 🇯🇵 JP | 4.66667★ | 3 | 4.66667★ this version |
| 🇨🇦 CA | 4.69332★ | 150 | 4.69332★ this version |
| 🇦🇺 AU | 4.775★ | 40 | 4.775★ this version |
| 🇧🇷 BR | 5★ | 11 | 5★ this version |
| 🇮🇳 IN | 4.6963★ | 405 | 4.6963★ this version |
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Interview Pilot: AI Copilot: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
About this analysis
Why medium confidence: 561 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
3 answers · auto-generated from this app's public dataHow much does Interview Pilot make per month?▴
Based on our ML-calibrated revenue forecast, Interview Pilot earns approximately $114/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.
Who makes Interview Pilot?▴
Interview Pilot is published by Liberace AI 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 Interview Pilot's BU Score?▴
Interview Pilot 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.