Gridwise: Gig Driver Assistant
81
Quality Score
Excellent
Gridwise: Gig Driver Assistant
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$105K
↳ What it cost to build · not monthly revenue
Likely range $80K – $140K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~5 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 (84 MB) | +$13K |
| ⚙ Finance complexity ×1.60 | +$38K |
Total estimate
$105K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$400K
↳ What it would sell for · not monthly revenue
Marketplace range $300K – $500K · 20× MRR multiple
💸
~3.8× return on build cost
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 ≥ 4.7 (premium) | +15% |
| 🏷 Finance category multiple | +15% |
Final multiple
20× MRR
👥 Estimated audience size
1.6M
Lifetime downloads (US-equivalent)
Monthly active
460K
Daily active
180K
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 |
| 🔁 Finance D30 retention | 28% |
| 📍 DAU / MAU stickiness | 0.40 |
DAU / MAU
39% 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
5.3
Product Quality
9.7
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
4.3
Market Position
0.0
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: 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 ($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 · v3.79.0
This update includes small improvements in the background to keep the app fast, stable, and ready when you need it.
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
- Earn more from gig and hourly work with Gridwise
- Description
- Gridwise is a delivery driver & rideshare assistant app that helps drivers maximize earnings and increase profitability. Try the app for free!
- Founded
- Not found
- 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
- $20.5K/mo
- Top-grossing rank
- 🇺🇸#30 /100
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- x.com/gridwise_io
- linkedin.com/company/gridwise
- 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
- facebook facebook.com/Gridwise.io · instagram instagram.com/gridwise · linkedin linkedin.com/company/gridwise · twitter x.com/gridwise_io · youtube youtube.com/channel/UCPFcfk07SrsfK6IF…
- Not found
- Phone
- Not found
- Contact page
- gridwise.io/contact
- About page
- gridwise.io/about-us
📈Ratings growth27,599 ratings+43% lifetimeShow 3-year history estimate ▾
Tracked (52 weeks) Pre-tracking estimate (36 weeks) · model-based, ±5% noise · anchored to release date and current value
🗺️Geographic Distribution1 of 9 markets
🇺🇸
US
Top-grossing rank: #30 / 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#30 now · best #29 · worst #100
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
🚀Version Release Timeline2 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 →💾 84 MB🔞 4+📱 iOS 15.1+🔖 v3.79.0🔄 updated 0d ago🌐 EN, ES📂 Finance💰 Paid
📅
What Worked™ · Development Pipeline
11 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 →
2026-04
🔧
Shipped update — v? → v3.78.0
2026-04
⭐
Rating ↑ 4.30 → 4.86 (improved 0.56★)
2026-04
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2023-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
2023-06
📈
Crossed 50 ratings — social-proof flywheel kicking in
2023-04
📈
Crossed 10 ratings — social-proof flywheel kicking in
2023-04
⭐
Rating ↓ 4.33 → 3.86 (dropped 0.47★)
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
4 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 $20K/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.
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.
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.