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48
Quality Score
Emerging

Caribu by Mattel

3.1 ✍️ Editor
✍️ bumetric analysis

Caribu by Mattel is an Android app from Mattel in the Books & Reference category, currently rated 3.1★ across 2,002 ratings. Initial signal reads as early reviews are neutral, awaiting larger sample.

Quality Score is 48: Emerging (early traction worth watching). For a Books & Reference 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.

💰 Forecast Revenue / mo
$5K/mo
Range: $3K – $7K
medium confidenceMID tier
💡 Grow this revenue

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Typical impact: +2-5× organic installs

📊 Performance Tracking LIVE

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idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
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BU Investment Matrix

Weak · 51/100MID TIERbelow benchmarks
RevenueQualityMarketGrowthMoatSafetyFounderMonetiz.
Revenue Strength
3.7
Product Quality
5.6
Market Position
0.0
Growth Velocity
5.0
Defensibility
9.4
Operational Safety
7.0
Founder Strength
6.3
Monetization Maturity
4.0
  • 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 3.1★ across 2,002 reviews — below category median.
  • 📍 Market: Not yet charting in any of the 9 monitored markets.
  • 📈 Growth: last update 341d ago — slow cadence.
  • ⚠️ Risk: Moderate — 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.
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.
🧪

Tech & Domain Intel — mattel.com

Mail provider
Microsoft 365
Tech stack
Meta (Facebook) Ads · Shopify · Microsoft 365 · AWS SES · Apple Pay / Sign in with Apple · OpenAI · Atlassian (Jira/Confluence) · Stripe
Derived from public RDAP + DNS TXT records (no scraping, no login).
Range:

💰 Forecast Revenue / mo

MODEL
Revenue 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:
Low install base (2,002 ratings)METRIC
+$1,500
Below-average rating (3.1★)METRIC
−$1,500
Established app (7y old)METRIC
+$800
Ad-supported / freemiumMETRIC
+$600
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.
App Specs
🔐 Own this app? Claim & verify MRR →
🔖 v4.1.6🔄 updated 11mo ago📂 Books & Reference💰 Free💎 IAP $2.99 - $79.99 per item🚀 Launched 2018 (7y old)

📝 About this app

Caribu (by Mattel) is the award-winning app that brings families together for interactive, educational, and entertaining virtual playdates!

Caribu has created video calling for families with a library of thousands of books, activities, games, and coloring books that will keep children engaged for hours. On Caribu video calls, kids can draw, read bedtime stories, solve puzzles, play memory and learning games, make recipes, use digital sticker packs to create new stories, and even view famous artwork together in a real-time video call, no matter how far apart you are.… View full description on the official store →

Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
Caribu by Mattel
Developer
Mattel
Bundle ID
com.caribu.Caribu
App Store URL
Open in App Store
Category
Books & Reference
Content rating
Not found
Languages
Not found

Company

Website
mattel.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
$655/mo
Top-grossing rank
Not found
All-time revenue
Not found
Pricing
$2.99 - $79.99 per item

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 growth2,002 ratings+44% lifetimeShow 3-year history estimate ▾May 2023Nov 2024May 2026
Tracked (1 weeks) Pre-tracking estimate (36 weeks) · model-based, ±5% noise · anchored to release date and current value
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.

More by Mattel

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📦 Portfolio summaryINDIE studio
11apps·$6K/mocombined
✓ Diversified — top app contributes 21%; risk spread across portfolio

Similar apps in Books & Reference

Full revenue analysis
Read the article-style breakdown for Caribu by Mattel: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →