Go Viral: AI Creator Assistent
67
Quality Score
Solid
✍️ Bumetric analysis
“
Go Viral: AI Creator Assistent is an iOS app from Solveware UG (haftungsbeschraenkt) in the Utilities category, currently rated 4.6★ across 1,414 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 67: Solid (established niche player). For a Utilities 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
$5.0K
per month
→
12-mo forecast
$5.2K – $10.8K
per month
→
24-mo forecast
$6.4K – $19.2K
per month
MID 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
68 snapshots on record
Rating
4.6
Reviews
1,414 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
68
since May 2025
ONE-TIME · BUILD
💰 Estimated build cost
$50K
↳ What it cost to build · not monthly revenue
Likely range $40K – $70K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~10 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 |
| 📦 Asset bundle (78 MB) | +$11K |
| ⚙ Utilities complexity ×0.85 | $-9260 |
Total estimate
$50K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$75K
↳ What it would sell for · not monthly revenue
Marketplace range $50K – $100K · 15× MRR multiple
💸
~1.5× build cost (break-even+)
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% |
| 🏷 Utilities category multiple | -10% |
Final multiple
15× MRR
👥 Estimated audience size
280K
Lifetime downloads (US-equivalent)
Monthly active
56K
Daily active
11K
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
| 📲 Utilities engagement | ~200 installs / rating |
| 🔁 Utilities D30 retention | 20% |
| 📍 DAU / MAU stickiness | 0.20 |
DAU / MAU
20% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Below median · 49/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
5.5
Product Quality
8.3
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
3.9
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.62★ across 1,414 reviews — strong (top 10%).
- 📍 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 = $90K-$160K. Portfolio play ($28K/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 9 of 9 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 | |
| subscriptionREVIEW | +$2,500 | |
| Excellent rating (4.6★)METRIC | +$2,200 | |
| cancelledREVIEW | −$1,500 | |
| Low install base (1,414 ratings)METRIC | +$1,500 | |
| Multilingual (21 languages)METRIC | +$1,500 | |
| slowREVIEW | −$1,200 | |
| free trialREVIEW | +$1,200 | |
| 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 · v2.21
Bug fixes and improvements.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Go Viral: AI Creator Assistent
- Developer
- Solveware UG (haftungsbeschraenkt)
- Bundle ID
- com.solveware.viralai
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 4+
- Languages
- AR, DA, NL, EN, FI, FR, DE, EL, HE, IT, JA, KO, NB, PL, PT, RO, RU, ZH, ES, SV, TR
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
- Reported revenue signal / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- Model estimate / mo
- $5.0K/mo
- Top-grossing rank
- 🇩🇪#36 /100 🇫🇷#76 /100 🇧🇷#81 /100
- 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 growth2,107 ratings+12294% lifetimeShow 3-year history estimate ▾
Tracked (60 weeks) Pre-tracking estimate (0 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Top Countries — Grossing Rank3 countries
🇩🇪DE#36 /100
🇫🇷FR#76 /100
🇧🇷BR#81 /100
📊Category Rank Trajectory#36 now · best #36 · worst #42
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
🚀Update Frequency · Releases per Quarter5 releases tracked
🚀Version Release Timeline5 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
Stop guessing what makes videos go viral. With Go Viral, all you need is your video.
How It Works:
1) Upload your video for TikTok, Reels, or Shorts
2) Our AI analyzes engagement factors and predicts views
3) Receive actionable tips and insights to improve your content
Whether you're a new creator or a social media pro, Go Viral gives you the insights to optimize your videos and boost views.
---
To use Go Viral, you need a paid subscription. Prices may vary by country and are subject to change without notice. Prices are clearly displayed in the app.… View full description on the official store →
How It Works:
1) Upload your video for TikTok, Reels, or Shorts
2) Our AI analyzes engagement factors and predicts views
3) Receive actionable tips and insights to improve your content
Whether you're a new creator or a social media pro, Go Viral gives you the insights to optimize your videos and boost views.
---
To use Go Viral, you need a paid subscription. Prices may vary by country and are subject to change without notice. Prices are clearly displayed in the app.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 78 MB🔞 4+📱 iOS 17.5+🔖 v2.21🔄 updated 0d ago🌐 AR, DA, NL, EN, FI +16📂 Utilities💰 Paid
📅
What Worked™ · Development Pipeline
17 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 →
2026-09
📸
Replaced 1 store screenshot
2026-09
🔧
Shipped update — v2.18 → v2.21
→ 30 days after: reviews +216 medium · co-occurring
2026-07
🔧
Shipped update — v2.17 → v2.18
→ 30 days after: reviews +143 high confidence
2026-07
🔧
Shipped update — v2.16 → v2.17
→ 30 days after: revenue +$7.3K/mo · reviews +200 high confidence
2026-05
🔧
Shipped update — v2.15 → v2.16
→ 30 days after: reviews +282 high confidence
2026-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +116 high confidence
2026-05
⭐
Rating ↑ 1.98 → 4.62 (improved 2.64★)
→ 30 days after: reviews +116 high confidence
2026-03
⭐
Rating ↓ 4.40 → 2.00 (dropped 2.40★)
2026-03
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +5 medium · co-occurring
2026-03
⭐
Rating ↑ 2.02 → 4.40 (improved 2.38★)
→ 30 days after: reviews +5 medium · co-occurring
2025-07
⭐
Rating ↑ 1.45 → 1.75 (improved 0.30★)
→ 30 days after: rating +0.22★ · reviews +10 high confidence
2025-06
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.37★ · reviews +5 high confidence
2025-06
⭐
Rating ↓ 2.25 → 1.50 (dropped 0.75★)
→ 30 days after: rating +0.37★ · reviews +5 high confidence
2025-05
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating −0.75★ · reviews +6 medium · co-occurring
2025-05
⭐
Rating ↓ 3.00 → 2.33 (dropped 0.67★)
→ 30 days after: rating −0.75★ · reviews +6 low · multiple changes
2025-05
⭐
Rating ↓ 5.00 → 3.00 (dropped 2.00★)
→ 30 days after: rating −0.75★ · reviews +6 low · multiple changes
2025-05
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating −0.75★ · reviews +6 medium · co-occurring
📸
Store Page History
1 SCREENSHOT CHANGEEvery time a developer swaps a store screenshot we archive both versions. Compare side-by-side to see what messaging / visuals changed.
iPhone screenshots
Slot 5
2 ver.
2 ver.
2026-08-06
2026-09-09
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.40625★ | 64 | 4.40625★ this version |
| 🇧🇷 BR | 4.79839★ | 248 | 4.79839★ this version |
| 🇨🇦 CA | 4.44094★ | 127 | 4.44094★ this version |
| 🇩🇪 DE | 4.50807★ | 681 | 4.50807★ this version |
| 🇫🇷 FR | 4.42017★ | 238 | 4.42017★ this version |
| 🇬🇧 GB | 4.48386★ | 465 | 4.48386★ this version |
| 🇮🇳 IN | 5★ | 1 | 5★ this version |
| 🇯🇵 JP | 4.05495★ | 91 | 4.05495★ this version |
| 🇺🇸 US | 4.59807★ | 2,172 | 4.59807★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Go Viral: AI Creator Assistent: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Solveware UG (haftungsbeschraenkt)
View all →📦 Portfolio summaryINDIE studio
2apps·$8K/mocombined
Lead-app heavy — top app contributes 62%
About this analysis
Why medium confidence: 1,414 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
7 answers · auto-generated from this app's public dataHow much does Go Viral make per month?▴
Based on our ML-calibrated revenue forecast, Go Viral earns approximately $5.0K/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.
Is Go Viral profitable?▴
With estimated build cost $50K and monthly revenue $5.0K, Go Viral looks profitable — pays back its estimated build cost in roughly 10 months at the current run-rate. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Go Viral have?▴
Estimated audience: ~280K lifetime downloads, ~56K monthly active users, and ~11K daily active users. Derived from ratings count × category installs-per-rating × age decay. US-storefront-equivalent — global audience can be 5-10× larger for internationally-distributed apps.
What apps are like Go Viral?▴
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.
How much would Go Viral sell for?▴
Estimated acquisition value: $75K (marketplace range $50K – $100K). Calculated as 15× monthly revenue using the standard multiple for the detected monetization model + adjustments for age, rating quality and category demand. Calibrated against 2024-2026 Flippa / Acquire.com / MicroAcquire closed-deal medians.
Who makes Go Viral?▴
Go Viral is published by Solveware UG (haftungsbeschraenkt) 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 Go Viral's BU Score?▴
Go Viral has a BU Score of 67/100 (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.