Comment Picker For Instagram
45
Quality Score
Emerging
Comment Picker For Instagram
Low confidence
✍️ bumetric analysis
“
Comment Picker For Instagram is an iOS app from Wolf Gaming in the Social Networking category, currently rated 4.2★ across 5 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 45: Emerging (early traction worth watching). For a Social Networking 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
$95
per month
→
12-mo forecast
$48 – $446
per month
→
24-mo forecast
$48 – $1336
per month
MICRO 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
$85K
↳ What it cost to build · not monthly revenue
Likely range $65K – $115K
$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 |
| ⚙ Social Networking complexity ×1.70 | +$35K |
Total estimate
$85K
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$95/mo · ML-estimated from 234 triggers
Growth rate
+8.0% MoM · MICRO tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition
6 months
$61 – $243
12 months
$48 – $446
24 months
$48 – $1.3K
Compound growth at +8.0% MoM (tier baseline for MICRO). Range widens with horizon — typical noise band ±60% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Insufficient data · 35/100MICRO TIERtoo early to scoreRevenue Strength
2.0
Product Quality
3.4
Market Position
0.0
Growth Velocity
5.0
Defensibility
3.4
Operational Safety
10.0
Founder Strength
2.9
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $0 - $500/mo · MICRO tier · indicative confidence, trajectory unclear.
- ⭐ Quality: 4.2★ across 5 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 = $1K-$3K.
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:
| Good rating (4.2★)METRIC | +$800 | |
| Established app (5y old)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (5 ratings)METRIC | −$300 |
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 · v1.5.2
Bugs fixed and speed.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Comment Picker For Instagram
- Developer
- Wolf Gaming
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- Social Networking
- Content rating
- 4+
- Languages
- EN
Company
- Website
- Not found
- 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
- $86/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 growth5 ratings+400% lifetimeShow 3-year history estimate ▾
Tracked (50 weeks) Pre-tracking estimate (37 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
Comment Picker for Instagram - Create a Giveaway in a second
Try the App for FREE!
Simply... Just paste your Instagram post link and let the app do the rest of the work!
Key Features:
◉ No log-in is required!
◉ Random Name Picker from comments
◉ Random Name Picker from Likes
◉ Random Name Picker from Comment & Likes
◉ Select Tag option
◉ Select multiple winners
◉ Simple and Easy to use
◉ Cool Animation
◉ Unlimited Comments with NO EXTRA CHARGE
◉ Records your Giveaway (Optional)
◉ Lots more...… View full description on the official store →
Try the App for FREE!
Simply... Just paste your Instagram post link and let the app do the rest of the work!
Key Features:
◉ No log-in is required!
◉ Random Name Picker from comments
◉ Random Name Picker from Likes
◉ Random Name Picker from Comment & Likes
◉ Select Tag option
◉ Select multiple winners
◉ Simple and Easy to use
◉ Cool Animation
◉ Unlimited Comments with NO EXTRA CHARGE
◉ Records your Giveaway (Optional)
◉ Lots more...… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 35 MB🔞 4+📱 iOS 16.0+🔖 v1.5.2🔄 updated 0d ago🌐 EN📂 Social Networking💰 Paid
📅
What Worked™ · Development Pipeline
8 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 ↑ 2.96 → 4.20 (improved 1.24★)
2025-12
📈
Crossed 50 ratings — social-proof flywheel kicking in
2021-05
⭐
Rating ↓ 4.22 → 3.90 (dropped 0.32★)
2021-05
📈
Crossed 10 ratings — social-proof flywheel kicking in
2021-02
⭐
Rating ↑ 3.67 → 4.00 (improved 0.33★)
2021-02
⭐
Rating ↑ 3.00 → 3.67 (improved 0.67★)
2021-02
⭐
Rating ↑ 1.00 → 3.00 (improved 2.00★)
2021-01
🚀
First tracked snapshot — initial data captured
🔔
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📝 Description
95
BU Score · Transcendent
Similar apps in Social Networking
About this analysis
Why low confidence: only 5 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
Comment Picker For Instagram is a early-stage iOS app in the social networking space with weak public traction — only 5 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 Comment Picker For Instagram make per month?▴
Low-confidence model estimate. Comment Picker For Instagram has only 5 App Store ratings, so our revenue model has very little signal to work with — treat the ~$86/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 Comment Picker For Instagram?▴
Browse the full Social Networking 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 Comment Picker For Instagram?▴
Comment Picker For Instagram is published by Wolf Gaming 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 Comment Picker For Instagram's BU Score?▴
Comment Picker For Instagram has a BU Score of 45/100 (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.