29K iOS Apps Tracked Updated 4 min ago Revenue Forecasts
Add an app Create Account Sign In
Home

Zoom by Ocado | Food Delivery

57
Quality Score
Solid

Zoom by Ocado | Food Delivery

Low confidence
4.8 ✍️ Editor
✍️ bumetric analysis

Zoom by Ocado | Food Delivery is an iOS app from Ocado Retail Ltd in the Shopping category, currently rated 4.8★ across 78 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.

Quality Score is 57: Solid (established niche player). For a Shopping 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
$957
per month
12-mo forecast
$837 – $3018
per month
24-mo forecast
$776 – $6982
per month
INDIE 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
Run free AI audit →
Typical impact: +2-5× organic installs
🔔Notify me when this app's revenue changes by

📊 Performance Tracking LIVE

Loading…
idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
ONE-TIME · BUILD 💰 Estimated build cost
$90K
What it cost to build · not monthly revenue
Likely range $70K – $120K
$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
📦 Asset bundle (97 MB) +$18K
Shopping complexity ×1.30 +$20K
Total estimate $90K
🔬

How we forecast this revenue

LOW CONFIDENCE
Baseline
$957/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition
6 months
$815 – $1.9K
12 months
$837 – $3.0K
24 months
$776 – $7.0K
Compound growth at +6.0% MoM (tier baseline for INDIE). Range widens with horizon — typical noise band ±40% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊

BU Investment Matrix

Early-stage solo · 42/100INDIE TIERexpected for tier
RevenueQualityMarketGrowthMoatSafetyFounderMonetiz.
Revenue Strength
3.0
Product Quality
3.8
Market Position
0.3
Growth Velocity
5.0
Defensibility
5.3
Operational Safety
10.0
Founder Strength
5.1
Monetization Maturity
1.0
  • 💰 Revenue: Marginal — $383 - $2394/mo · INDIE tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 4.78★ across 78 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 = $17K-$30K. Portfolio play ($2K/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

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 5 of 5 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Excellent rating (4.8★)METRIC
+$2,200
Established app (7y old)METRIC
+$800
Ad-supported / freemiumMETRIC
+$600
Single-language (English only)METRIC
−$400
Pre-traction phase (78 ratings)METRIC
−$300
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 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.

🆕 What's New · v1.120.1

We’ve made a couple of tweaks for an even speedier shopping experience. Enjoy!

Profile & Insights

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

Identification

App name
Zoom by Ocado | Food Delivery
Developer
Ocado Retail Ltd
Bundle ID
com.ocado.gm.mobile.zoom
App Store URL
Open in App Store
Category
Shopping
Content rating
4+
Languages
EN

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

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
Outside top 100 in US Shopping
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
Publicly available data for the specific iOS app "Zoom by Ocado | Food Delivery" by Ocado Retail Ltd. does not provide direct revenue estimates. While Ocado Retail Ltd. reports overall company revenues in the billions, these are not broken down by individual apps. One app analytics platform, Bumetric, explicitly lists "Forecast Revenue / mo. —" for this app, indicating no public revenue estimate is available. The app also has a very low number of ratings (78), suggesting limited user adoption compared to other major food delivery apps. Ocado's financial reports mention significant costs related to the 'Zoom by Ocado' strategy and capacity review, including £27.4 million in impairments in FY23, but do not detail app-specific revenue.
Sources mentioned: Bumetric, Ocado Retail Ltd. financial reports, Apple App Store, UKTN, Sensor Tower
📈Ratings growth78 ratings+7700% lifetimeShow 3-year history estimate ▾Jan 2023Mar 2025Jun 2026
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.
🚀Version Release Timeline2 releases tracked
v1.118.7May 2026v1.120.1May 2026
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

Need groceries, like, right now? Try Zoom by Ocado – the speedy grocery service with a serious amount of choice. All your fave groceries and more delivered in under 60 mins. (Parts of East and West London only.)* Download the app today, shop from your phone and we’ll be with you in no time. Because everything’s better faster. Ok not everything. But grocery shopping? Abso-zoomin-lutely.

GET EVERYTHING YOU WANT
You’ll find thousands and thousands of products to choose from. Including the best from M&S, Ocado and all the brands you love.
Need fresh fruit & veg? We’ve got you.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →
💾 97 MB🔞 4+📱 iOS 15.6+🔖 v1.120.1🔄 updated 0d ago🌐 EN📂 Shopping💰 Paid
📅

What Worked™ · Development Pipeline

5 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
🔄
Monetization changed: freemium → free
2026-03
Rating ↑ 3.50 → 4.80 (improved 1.30★)
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2023-06
Rating ↓ 4.00 → 3.50 (dropped 0.50★)
2023-01
🚀
First tracked snapshot — initial data captured
🔔

Track this app’s revenue

FREE
Get an email when revenue moves by your threshold. No spam, unsubscribe in one click.

📝 Description

95
BU Score · Transcendent

More by Ocado Retail Ltd

View all →
📦 Portfolio summaryINDIE studio
3apps·$2K/mocombined
⚠ Concentrated — top app contributes 84% of combined revenue (single-app dependency)

Similar apps in Shopping

About this analysis
ZCAnalyzed by Zakhar Chumak · founder, bumetric·Full methodology·Low confidence

Why low confidence: only 78 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.

Frequently Asked Questions

4 answers · auto-generated from this app's public data
How much does Zoom by Ocado | Food Delivery make per month?
Based on our ML-calibrated revenue forecast, Zoom by Ocado | Food Delivery earns approximately $86/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 Zoom by Ocado | Food Delivery?
Browse the full Shopping 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 Zoom by Ocado | Food Delivery?
Zoom by Ocado | Food Delivery is published by Ocado Retail Ltd 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 Zoom by Ocado | Food Delivery's BU Score?
Zoom by Ocado | Food Delivery has a BU Score of 57/100 (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.