How much does Spark Driver make per month?

Based on our ML-calibrated revenue forecast, Spark Driver earns approximately $12K/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 Spark Driver?

Browse the full Business 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 Spark Driver?

Spark Driver is published by Walmart 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 Spark Driver's BU Score?

Spark Driver has a BU Score of 84/100 (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.

Spark Driver

Quality Score

Excellent

Spark Driver

Name: Spark Driver — app revenue, audience, build cost & risk profile
Creator: bumetric
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Spark Driver revenue, Spark Driver app analytics, mobile app revenue estimate, Business revenue, iOS app revenue

High confidence

4.7 ✍️ Editor

✍️ bumetric analysis

“

Spark Driver is an iOS app from Walmart in the Business category, currently rated 4.7★ across 257,002 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.

Quality Score is 84: Excellent (strong product-market fit). For a Business 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

$1.4M

per month

→

12-mo forecast

$1.5M – $2.3M

per month

→

24-mo forecast

$1.8M – $3.3M

per month

BIG tier

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Title & subtitle keyword fit
Description hook & conversion structure
Screenshots, ratings, reviews strategy

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Typical impact: +2-5× organic installs

📊 Performance Tracking LIVE

Loading…

idle

Rating

—

Reviews

—

Forecast Revenue / mo

—

Snapshots tracked

since first record

🤖Also on Android

Spark Driver

$535/mo · 1K ratings · 3.4★

View →

ONE-TIME · BUILD 💰 Estimated build cost

$135K

↳ What it cost to build · not monthly revenue

Likely range $100K – $180K

$25K · MVP floor $100K · indie scale $500K+ · studio build

📈 Pays back in ~11 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 (267 MB)	+$40K
⚙ Business complexity ×1.50	+$45K

Total estimate $135K

ONE-TIME · EXIT VALUE 💵 Estimated acquisition value

$225K

↳ What it would sell for · not monthly revenue

Marketplace range $175K – $300K · 19× MRR multiple

💸 ~1.7× 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%
🏷 Business category multiple	+10%
⭐ Mature user base (100K+ ratings)	+5%

Final multiple 19× MRR

👥 Estimated audience size

16.5M

Lifetime downloads (US-equivalent)

Monthly active

3.6M

Daily active

1.1M

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

📲 Business engagement	~65 installs / rating
🔁 Business D30 retention	22%
📍 DAU / MAU stickiness	0.30

DAU / MAU 29% sticky

🔬

How we forecast this revenue

MEDIUM CONFIDENCE

Baseline

$1.4M/mo · ML-estimated from 234 triggers

Growth rate

+2.5% MoM · BIG tier baseline (compound monthly)

6 months

$1.4M – $1.9M

12 months

$1.5M – $2.3M

24 months

$1.8M – $3.3M

Compound growth at +2.5% MoM (tier baseline for BIG). Range widens with horizon — typical noise band ±15% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.

📊

BU Investment Matrix

Mixed signals · 57/100BIG TIERcompetitive but cautious

Growth Velocity

5.0

Founder Strength

7.3

Product Quality

9.4

Revenue Strength

6.1

Monetization Maturity

1.0

Defensibility

6.7

Market Position

0.3

Operational Safety

10.0

💰 Revenue: Healthy — $560K - $3080K/mo · BIG tier · medium-low confidence, trajectory unclear.
⭐ Quality: 4.68★ across 257,002 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 = $25.2M-$44.8M.

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

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 11 of 11 triggers

Our ML model uses 200+ signals from public data. These are the most influential for this app:

High install base (257,002 ratings)METRIC		+$12,000
Excellent rating (4.7★)METRIC		+$2,200
bugsREVIEW		−$1,800
5 starREVIEW		+$1,800
great valueREVIEW		+$1,600
cancelledREVIEW		−$1,500
highly recommendREVIEW		+$1,400
slowREVIEW		−$1,200
support teamREVIEW		+$900
Established app (6y old)METRIC		+$800
Ad-supported / freemiumMETRIC		+$600

METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📥 Estimated Downloads / week

PROXY · ratings × 50/wk —

Industry-rule estimate (Sensor Tower / data.ai): one weekly install ≈ 50 new ratings. Solid points = tracked snapshots · faded line = pre-tracking model backfill.

📈 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.

🗓️ Snapshot Timeline

HISTORY

Each bar shows a tracked update and the metric delta from the previous snapshot.

🆕 What's New · v4.40.0

- Bug fixes and enhancements

Profile & Insights

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

Identification

App name: Spark Driver
Developer: Walmart
Bundle ID: com.walmart.sparkdriver
App Store URL: Open in App Store
Category: Business
Content rating: 4+
Languages: EN, ES

Company

Website: www.sparkdriverapp.com
Tagline: Become a delivery driver to earn more | Spark Driver™ app
Description: Shop and deliver orders when you want with this delivery driver app! Delivering with the Spark Driver app is an excellent way to run your own business compared to traditional delivery driver jobs, seasonal employment, or part-time jobs.
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: $12.6K/mo
Top-grossing rank: Outside top 100 in US Business
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.

✨AI Revenue EstimateCONFIDENCE: LOW

The iOS app "Spark Driver" by Walmart is a platform for independent contractors to facilitate deliveries for Walmart and Sam's Club. It does not generate direct revenue through in-app purchases or subscriptions from its users (drivers). Instead, it serves as an operational tool for Walmart's delivery service, with drivers earning money for completing deliveries. Publicly available sources like Sensor Tower and Adapty, which typically provide app revenue estimates, do not show specific revenue figures for the Spark Driver app itself, as its monetization is integrated into Walmart's broader e-commerce and delivery operations.

Sources mentioned: Sensor Tower, Adapty, Reddit

📈Ratings growth257,002 ratings+56% lifetimeShow 3-year history estimate ▾

Tracked (9 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

With the Spark Driver™  app, you can deliver orders, or shop and deliver orders, for Walmart and other businesses. All you need is a car, a smartphone, and insurance. After you’ve completed the enrollment process (including a background check), you will be notified when your local zone has availability. You’ll then receive details for accessing the Spark Driver app.

BE YOUR OWN BOSS

As an independent contractor, you’ll enjoy the flexibility of working around your own schedule. You can shop and deliver, or only deliver, as little or as often as you like.

EARN MONEY… View full description on the official store →

App Specs

🔐 Own this app? Claim & verify MRR →

💾 267 MB🔞 4+📱 iOS 17.0+🔖 v4.40.0🔄 updated 0d ago🌐 EN, ES📂 Business💰 Paid

📅

What Worked™ · Development Pipeline

9 EVENTS TRACKED

Detected 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 →

2026-05

⭐

Rating ↑ 1.86 → 4.68 (improved 2.82★)

2026-05

📈

Crossed 1,000 ratings — social-proof flywheel kicking in

2026-03

⭐

Rating ↑ 1.86 → 4.70 (improved 2.84★)

2026-03

📈

Crossed 500 ratings — social-proof flywheel kicking in

2026-01

📈

Crossed 100 ratings — social-proof flywheel kicking in

2026-01

📈

Crossed 50 ratings — social-proof flywheel kicking in

2025-12

📈

Crossed 10 ratings — social-proof flywheel kicking in

2025-12

🚀

First tracked snapshot — initial data captured

2025-12

⭐

Rating ↓ 3.00 → 2.00 (dropped 1.00★)

🔎

ASO Keyword Positions

BEST RANK #14

Ranked for 1 App Store search query in our last keyword sweep. Lower position = closer to the top.

rideshare·#14🇺🇸

Last sweep: 2026-05-19 · iTunes Search API

🔔

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📝 Description

BU Score · Transcendent

Full revenue analysis

Read the article-style breakdown for Spark Driver: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.

Read deep-dive →