Gridwise: Gig Driver Assistant
81
Quality Score
Excellent
Gridwise: Gig Driver Assistant
by Gridwise, Inc.
High confidence
✍️ Bumetric analysis
“
Gridwise: Gig Driver Assistant is an iOS app from Gridwise, Inc. in the Finance category, currently rated 4.9★ across 27,599 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 81: Excellent (strong product-market fit). For a Finance app, that means strong product-market fit. 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
127 snapshots on record
Rating
4.9
Reviews
27,599 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
127
since Apr 2023
🤖Also on Android
$264/mo · 12K ratings · 4.5★
View →
ONE-TIME · BUILD
💰 Estimated build cost
$165K
↳ What it cost to build · not monthly revenue
Likely range $125K – $225K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~2.8y 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 (91 MB) | +$16K |
| ⚙ Finance complexity ×1.60 | +$40K |
| ⚙ 9.4y maintenance × ~1-person team | +$56K |
Total estimate
$165K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$125K
↳ What it would sell for · not monthly revenue
Marketplace range $100K – $150K · 24× MRR multiple
💸
~0.8× build cost (under-water)
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 |
| 📅 9.4y proven track record | +20% |
| ⭐ ★ rating ≥ 4.7 (premium) | +15% |
| 🏷 Finance category multiple | +15% |
Final multiple
24× MRR
👥 Estimated audience size
1.1M
Lifetime downloads (US-equivalent)
Monthly active
175K
Daily active
70K
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
| 📲 Finance engagement | ~60 installs / rating |
| 📅 9.4y of rating accumulation | -30% |
| 🔁 Finance D30 retention | 28% |
| 📍 DAU / MAU stickiness | 0.40 |
DAU / MAU
40% sticky
🛠 Estimated tech stack
🍎
Native iOS (Swift / UIKit)
Medium confidence · 60%
Also possible
React Native
Flutter
Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries — for binary-level certainty you would need an SDK intelligence tool or the manifest itself. Reasoning chain on the right. Full ruleset on /methodology.
Signals we read
| 📦 App bundle size | 91 MB |
| 🏷 Category context | Finance |
| 📦 Mid-large iOS bundle | → Likely native Swift / UIKit (pre-2020 era) |
💀 Maintenance status
Active
5%
Last shipped 2026-09-10 · 13 days ago
0 · Active
50 · At risk
100 · Abandoned
Heuristic risk score from time-since-last-update + ratings velocity proxy + Editor's Choice / curated featuring signals. Calibrated against 2024-2025 app-store ranking decay reports. Not a guarantee — a quiet app with a healthy codebase looks the same as an abandoned one until something breaks. Full math on /methodology.
Risk signals
| 📅 13 days since last update | Active development |
Verdict
Active
🔬
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
5.3
Product Quality
9.7
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
4.3
Market Position
0.3
Operational Safety
10.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.86★ across 27,599 reviews — exceptional (top 1% in category).
- 📍 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 = $90K-$160K. Portfolio play ($20K/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 13 of 13 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Mid install base (27,599 ratings)METRIC | +$5,500 | |
| subscriptionREVIEW | +$2,500 | |
| Excellent rating (4.9★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| great valueREVIEW | +$1,600 | |
| cancelledREVIEW | −$1,500 | |
| excellent appREVIEW | +$1,500 | |
| Mature app (9y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| Ad-supported / freemiumMETRIC | +$600 |
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 · v3.81.1
This update includes improvements to the app experience, with a smoother setup flow and a few visual enhancements along the way.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Gridwise: Gig Driver Assistant
- Developer
- Gridwise, Inc.
- Bundle ID
- com.gridwise.app
- App Store URL
- Open in App Store
- Category
- Finance
- Content rating
- 4+
- Languages
- EN, ES
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
- 🇺🇸#31 /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 growth28,328 ratings+5979% lifetimeShow 3-year history estimate ▾
Tracked (60 weeks) Pre-tracking estimate (0 weeks) · model-based, ±5% noise · anchored to release date and current value
🗺️Geographic Distribution1 of 9 markets
🇺🇸
US
Top-grossing rank: #31 / 100
Other markets
Outside top 100
in US, GB, DE, FR, JP, CA, AU, BR, IN
in US, GB, DE, FR, JP, CA, AU, BR, IN
This app currently ranks in only one of the 9 markets we monitor. Niche or regional apps often launch this way before global rollout. Rankings update daily.
📊Category Rank Trajectory#31 now · best #31 · worst #31
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
Take your work to the next level by using Gridwise, the #1 business app for gig, hourly, and freelance workers.
Driving for Uber, Lyft, Doordash, Walmart Spark or Instacart? Get the all-in-one app uniquely built for rideshare and delivery drivers to track mileage, boost earnings, and get control of your expenses across all rideshare and delivery apps. Plus users get automatic earnings download for Uber, Lyft, Wingz, Uber Eats, DoorDash, Caviar, Instacart, Cornershop, Grubhub, Gopuff, Amazon Flex, Alto, Walmart Spark Driver, Shipt, Roadie, Point Pickup, Curb, Waitr, Favor Delivery, and more.… View full description on the official store →
Driving for Uber, Lyft, Doordash, Walmart Spark or Instacart? Get the all-in-one app uniquely built for rideshare and delivery drivers to track mileage, boost earnings, and get control of your expenses across all rideshare and delivery apps. Plus users get automatic earnings download for Uber, Lyft, Wingz, Uber Eats, DoorDash, Caviar, Instacart, Cornershop, Grubhub, Gopuff, Amazon Flex, Alto, Walmart Spark Driver, Shipt, Roadie, Point Pickup, Curb, Waitr, Favor Delivery, and more.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 91 MB🔞 4+📱 iOS 15.1+🔖 v3.81.1🔄 updated 1w ago🌐 EN, ES📂 Finance💰 Paid🚀 Launched 2017 (9y old)
📅
What Worked™ · Development Pipeline
18 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
🔧
Shipped update — v3.80.1 → v3.81.1
2026-07
🔧
Shipped update — v3.80.0 → v3.80.1
→ 30 days after: reviews +201 high confidence
2026-06
🔧
Shipped update — v3.79.0 → v3.80.0
→ 30 days after: reviews +245 high confidence
2026-05
🔧
Shipped update — v3.78.0 → v3.79.0
→ 30 days after: reviews +271 high confidence
2026-04
🔧
Shipped update — v? → v3.78.0
→ 30 days after: reviews +355 high confidence
2026-04
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +222 high confidence
2026-04
⭐
Rating ↑ 4.30 → 4.86 (improved 0.56★)
→ 30 days after: reviews +222 high confidence
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$20.2K/mo · rating +0.55★ · reviews +26,880 high confidence
2023-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.05★ · reviews +24 high confidence
2023-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +12 high confidence
2023-06
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +27 high confidence
2023-06
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.18★ · reviews +39 high confidence
2023-04
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating +0.20★ · reviews +20 medium · co-occurring
2023-04
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.20★ · reviews +20 medium · co-occurring
2023-04
⭐
Rating ↓ 4.33 → 3.86 (dropped 0.47★)
→ 30 days after: rating +0.20★ · reviews +20 low · multiple changes
2023-04
⭐
Rating ↑ 3.50 → 4.00 (improved 0.50★)
2023-04
⭐
Rating ↓ 5.00 → 3.50 (dropped 1.50★)
2023-04
🚀
First tracked snapshot — initial data captured
🔎
ASO Keyword Positions
BEST RANK #29Ranked for 1 App Store search query in our last keyword sweep. Lower position = closer to the top.
rideshare·#29🇺🇸
Last sweep: 2026-05-19 · iTunes Search API
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Gridwise: Gig Driver Assistant: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
About this analysis
Why high confidence: 27,599 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does Gridwise make per month?▴
Based on our ML-calibrated revenue forecast, Gridwise 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 Gridwise profitable?▴
With estimated build cost $165K and monthly revenue $5.0K, Gridwise looks break-even-grade — payback period sits around 2.8 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Gridwise have?▴
Estimated audience: ~1.1M lifetime downloads, ~175K monthly active users, and ~70K 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 Gridwise?▴
Browse the full Finance 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.
What is Gridwise built with?▴
Our heuristic places Gridwise on the Native iOS (Swift / UIKit) stack (Medium confidence, 60%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: React Native, Flutter.
Is Gridwise still actively maintained?▴
Maintenance status: Active (5% abandonment risk). Last shipped version was 13 days ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would Gridwise sell for?▴
Estimated acquisition value: $125K (marketplace range $100K – $150K). Calculated as 24× 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.
When was Gridwise last updated?▴
Gridwise last shipped a new version on 2026-09-10 — less than a month ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Gridwise?▴
Gridwise is published by Gridwise, Inc. 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 Gridwise's BU Score?▴
Gridwise has a BU Score of 81/100 (Excellent). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.