Label photo recognition
A shelf photo matches against your catalog and opens the product page, making discovery immediate in shops and restaurants.
AI-Built Vivino Clone
Vivino Clone App Development
An AI-first build of community-led wine commerce: label recognition that turns a shelf photo into a product page, taste profiles that recommend the next bottle from your own ratings, and drop models that time limited editions to real demand. Four synced panels ship white-label with 100% source code, owned by you from day one. The almost-ready AI build goes live in 6 working days; a custom build takes 3 to 4 weeks.
Launch-ready from
$2,499
- Live in 6 working days
- 60 days support
- Complete source codes
- Complete rebranding
- White-labeling
- 1 year free updates
Synced panels
Almost-ready AI launch
Custom build
Source-code ownership
Trusted by the brands we build for
Moxace beverage commerce by the numbers
Canonical facts behind every build.
- /012010Operating Since15+ years shipping apps
- /029,000+Projects Deliveredacross 35+ industries
- /033,900+Apps Publishedin 25+ countries
- /0490+Ready Platforms in Cataloglive in production
overview
What is a Vivino-style wine marketplace?
A Vivino-style wine marketplace is a community-led wine commerce platform. Customers scan labels, record tasting notes and ratings, build personal cellars, and buy bottles from partner merchants and wineries, with age-verified delivery handling the regulatory side. The community layer is what separates it from a plain alcohol shop: engagement between purchases drives the next purchase.
Operators launch this platform to own the customer relationship in a category where recommendations and social proof decide sales. Commission on marketplace sales, wine club subscriptions, and limited-edition drops form the revenue stack, all controlled from the admin panel.
The platform includes a customer app with label recognition and cellar features, a driver app with ID verification at handoff, a merchant panel for wineries and retailers, and an admin console for compliance, drops, and moderation, all on one backend.
Online wine commerce keeps expanding as discovery and purchase move into mobile apps, though regulation and shipping rules vary heavily by jurisdiction. Operationally, retention depends on the community engine, compliance depends on the verification layer, and the platform engineers both.
Main features of our Vivino-style marketplace
The headline capabilities at product level.
Community tasting notes
Ratings, flavor tags, and reviews enrich every wine record, feeding recommendations that feel personal rather than promotional.
Personal cellars and wish lists
Customers track what they own, what they loved, and what to buy next, the engagement layer that drives repeat orders.
Limited-edition drops
Scheduled releases with queues, quotas, and alerts create scarcity events you can run repeatedly from the admin panel.
Age verification at handoff
Photo ID capture and signature before release, with failure reason codes and a complete audit trail per delivery.
Wine club subscriptions
Curated recurring selections on scheduled billing with pause and skip, the strongest retention line in this category.
Merchant compliance tooling
License document storage, licensing-hours enforcement, and region-based shipping rules keep the marketplace defensible.
Taste profile recommendations
Every rating refines the member's flavor profile, so the shop recommends bottles the palate already agrees with.
Cellar reorder intelligence
Drinking-window data and purchase history surface the right moment to restock a favorite.
Who should launch a Vivino-style wine platform?
What these buyers share: curation credibility, a community worth owning, and the desire to run commerce on their own terms.
Wine importers and distributors
Build a direct-to-consumer channel where community ratings and recommendations sell your portfolio without marketplace commissions.
Winery groups
Run your own marketplace beyond cellar-door sales, with drops, clubs, and compliance tooling built into the same platform.
Wine clubs and box operators
Digitize the subscription catalog and let tasting data sharpen every curation cycle, from box composition to bottle upsell.
Specialty retailers
Convert walk-in enthusiasm into a digital community where recommendations, cellars, and reviews drive repeat orders.
Agencies and resellers
Deploy the platform for beverage clients whose differentiation is curation, with 100% source code keeping every deployment independent.
Feature panels of your Vivino-style platform
Four panels, one platform. Every build ships all of them.
User app
Wine discovery that turns bottles bought into bottles repurchased.
- ✓Label photo scan and match
- ✓Tasting notes and flavor tags
- ✓Ratings and reviews
- ✓Cellar and wish lists
- ✓Personalized recommendations
- ✓Marketplace checkout
- ✓Limited-edition drop alerts
- ✓Age verification at delivery
- ✓Wine club subscription
- ✓Cellar-based reorder prompts
Driver app
Licensed runs with compliance built into the flow.
- ✓Licensing-hours shift windows
- ✓Order offer queue
- ✓ID verification at handoff with photo capture
- ✓Turn-by-turn navigation
- ✓Signature capture
- ✓Failed-delivery reason codes
- ✓Daily earnings tracker
- ✓Payout statements
- ✓Batch suggestions for dense-route efficiency
Merchant panel
For wineries, retailers, and importers.
- ✓Catalog with vintage and region fields
- ✓Inventory and vintage lot tracking
- ✓Drop and allocation campaigns
- ✓Tasting note management
- ✓Pricing and promo tools
- ✓Compliance document storage
- ✓Sales reports
- ✓Demand signals for allocation planning
Admin panel
Run a regulated marketplace from one console.
- ✓Merchant onboarding with license checks
- ✓Licensing-hours enforcement by region
- ✓Age verification policy config
- ✓Drop scheduling and quotas
- ✓Commission and fee rules
- ✓Refund and dispute console
- ✓Review moderation
- ✓Taste-graph analytics across the catalog
The admin control plane: running the marketplace as an operator
Four consoles, one view of merchants, compliance, and money.
Merchant console
Merchant onboarding with license checks, catalog and vintage oversight, and demand signals feeding allocation planning for wineries.
Compliance console
Licensing-hours enforcement by region, age verification policy configuration, and refund and dispute handling with failed-handoff evidence.
Community console
Review moderation, drop scheduling with quotas and queue rules, and editorial collection curation that keeps recommendations credible.
Money console
Commission and fee rules per merchant tier, settlement cycle reconciliation against the order ledger, and taste-graph analytics with finance exports.
How ordering works: label to cellar
The customer journey from wine discovery to repeat purchase, guarded at every state.
01
Discover a bottle
The customer scans a label or searches the catalog, pulling up community ratings, tasting notes, and price context.
02
Save to the cellar
Liked wines are stored in a personal cellar with purchase history and drinking-window notes.
03
Buy from the marketplace
Wines listed by partner merchants and wineries go into a cart with shipping rules applied per region.
04
Compliance screening
Age gating applies at checkout where the jurisdiction requires it, with licensing hours enforced per region.
05
Verify and deliver
Age verification applies at handoff with photo ID and signature, and proof of delivery is recorded against the order.
06
Rate after pouring
The customer rates the opened bottle, feeding the recommendation engine that drives the next purchase.
AI inside the platform
Five model-driven systems working the same order and community stream. Each ships pre-tuned for wine commerce and sharpens as your data compounds.
Label recognition
Matches a shelf photo against the catalog with vintage awareness, opening the product page in seconds.
Reads
Label imagery, catalog records, vintage data
Changes
Discovery that starts in the shop, not the search bar
Taste profile recommendations
Ranks bottles per member from tasting ratings, flavor tags, and purchase history.
Reads
Ratings, flavor tags, cellar contents, order history
Changes
Recommendations that feel personal instead of promotional
Cellar reorder intelligence
Predicts the right moment to restock favorites from drinking windows and consumption patterns.
Reads
Drinking windows, purchase cycles, cellar data
Changes
Repeat orders timed to when the bottle is actually finished
Drop demand modeling
Sizes allocation quotas from member engagement and past drop behavior so scarce releases sell out, not out of stock.
Reads
Drop history, wish-list signals, regional engagement
Changes
Allocation events that run clean at peak
Compliance assurance
Monitors licensing hours, region rules, and verification outcomes across every order and flags drift.
Reads
Region rules, licensing hours, verification logs
Changes
A defensible audit trail across every market you open
platform concepts
Concepts that run the wine platform
The catalog is a graph, not a list. Wines, regions, grapes, and reviewers link together, and ratings from scanned bottles enrich records that customers search before they buy. That graph is what makes recommendations feel personal rather than promotional.
Marketplace economics stay simple and auditable. Merchants and wineries are onboarded with verification, list inventory, and pay a commission on each sale at admin-configured rates. Settlement runs on a cycle against the order ledger.
Where local law requires it, age gating applies at checkout and identity checks at delivery, with failed handoffs following a return-to-sender flow. Ratings, cellar data, and reorder prompts form the retention engine. For a comparable licensed-liquor flow, see our Drizly-style build.
How your wine platform earns
Marketplace commission per bottle or per order, set by merchant tier in the admin panel.
Delivery fees with licensing-hour windows enforced per region, plus premium packaging options.
Wine club subscriptions: curated monthly selections on recurring billing, the strongest retention line in this category.
Limited-edition drops and allocations that create demand spikes, with quotas and queue rules you control.
Merchant placements in search and editorial collections, sold on campaign terms.
Feature groups that decide whether palates return
Four groups, each mapped to the part of the wine promise it protects.
The catalog as a graph
Wines, regions, grapes, and reviewers linking together with ratings from scanned bottles enriching records, so recommendations feel personal rather than promotional and every scan opens the right product page.
The cellar as retention
Personal cellars, wish lists, tasting notes, and drinking-window reorder intelligence, the engagement layer that drives the next purchase between purchases.
Auditable marketplace economics
Merchants and wineries onboarded with verification listing inventory at admin-configured commissions, with settlement running on a cycle against the order ledger.
Compliance at the edge
Age gating at checkout, photo ID and signature at handoff with failure reason codes, licensing-hour windows enforced per region, and merchant license tooling keeping the marketplace defensible.
insight
The market numbers behind the online wine opportunity
Online wine commerce keeps expanding as discovery and purchase move into mobile apps, though regulation and shipping rules vary heavily by jurisdiction. Retention depends on the community engine, compliance depends on the verification layer, and the platform engineers both.
The engineering wedge is the wine graph and the verification layer: recommendations that agree with the palate and ID-verified handoffs with complete audit trails are what let a community-led marketplace scale legally. The revenue table below quantifies the lines.
Revenue lines, typical ranges, and what sets each ceiling
Six monetization lines across the platform, quantified against published industry benchmarks. Every rate is admin-configurable; the figures here are modelling inputs, not projections of your platform's earnings.
| Criteria | Revenue line | How it is charged | Typical range | What sets the ceiling |
|---|---|---|---|---|
| Marketplace commission | Per bottle or order by merchant tier | Commissions commonly 10% to 25% of bottle value | Merchant quality. Commissions hold while sales convert | |
| Wine club subscriptions | Curated monthly selections | Subs commonly $30 to $200+ per month | Curation trust. Subs earn while selections stay personal | |
| Limited-edition drops | Quota'd allocations with queues | Premiums commonly 20% to 100% on allocations | Scarcity fairness. Drops earn while access stays fair | |
| Delivery and packaging | Fees with licensing-hour windows | Fees commonly $5 to $20+ per delivery | Compliance cleanliness. Fees earn while handoffs stay verified | |
| Merchant placements | Search and editorial placements | Ads commonly 2% to 5% of GMV | Editorial trust. Placement earns while curation stays credible | |
| White-label deployments | Branded platforms for wine retailers | Deployments commonly $10,000 to $100,000+ | Market demand. Deals close while compliance stays built in |
Every build ships with
Standard inclusions on every engagement, almost-ready or custom. Nine things you never have to ask for.
100% source code, full IP
The complete unencrypted codebase transfers to you, with documentation and deployment scripts.
White-label branding
Your logo, colors, and store accounts across all four panels, plus branded customer communications.
Store submission and launch
App store and Play Console submissions handled end to end, with production monitoring switched on.
Payment integrations
Stripe, PayPal, and regional gateways configured with automated split payouts across platform and merchants.
AI models Pre-tuned
Label recognition, taste recommendations, and drop models arrive configured for wine commerce, not as raw APIs.
Multi-language and Multi-currency
Languages, currencies, and tax display configured for your markets during the launch window.
Scalable cloud infrastructure
Containerized services on AWS or Azure with autoscaling and queue-backed order intake for drop-day traffic.
Admin analytics and reports
Taste-graph analytics, finance reconciliation views, and CSV exports so your operations team starts informed on day one.
Post-launch support and updates
Included support window plus product updates covering bug fixes, OS compatibility, and version upgrades.
Technology inside the platform
Wine is a community product; commerce and compliance both run through it.
Label recognition
On-device photo matching against your catalog, so a shelf photo becomes a product page in seconds.
Taste graph and recommendations
Flavor tags, ratings, and purchase history feed personalized bottles, which is what keeps a wine app opened between orders.
Compliance layer
Licensing hours per region, ID verification at handoff with photo capture, and a full audit trail on every completed run.
Payments
Tokenized cards and wallets with split settlement. For a broader alcohol delivery model, see our Drizly-style build.
Integrations
Merchant inventory feeds, accounting exports, SMS and email providers, shipping partners, mapping, and analytics ship as configured integrations, so the platform plugs into the tools your operations already run on.
Security and compliance
Role-based access, append-only audit logs, encrypted traffic and secrets, and rate-limited endpoints come standard, so regulator and payment partner questions have answers before they are asked.
From branding handoff to first bottle in 6 working days
The almost-ready AI build, day by day. Store review times can add a short buffer outside our control.
- 01
Days 1-2: scoping and branding
Regions, licensing rules, and commission model locked with a written scope, and your identity applied across all four panels.
✓ step 01 complete - 02
Days 3-4: configuration and integration
Payment gateways, licensing hours, drop quotas, and verification policies configured and tested against your live accounts.
✓ step 02 complete - 03
Days 5-6: supply onboarding and pilot
Winery and retailer catalogs imported with vintage, region, and allocation fields, then live test orders including an ID verification flow, a drop purchase, and a refund.
✓ step 03 complete - 04
Days 7-9: store review and go live
App store submissions with review buffers accounted for, production monitoring on, and full launch with post-launch support and product updates included.
✓ step 04 complete
Almost-ready AI launch or custom build: the honest comparison
Both tracks ship the same community and compliance core. The difference is time, price structure, and how much you want to change.
| Criteria | Almost-Ready AI Launch | Custom Build |
|---|---|---|
| Time to live | 6 working days from branding handoff | 3 to 4 weeks, scoped before work starts |
| Pricing | Fixed written quote after a short scoping call, no hourly meter | Estimated per module after the discovery call |
| Source code and IP | 100% ownership on delivery | 100% ownership on delivery |
| AI layer | Label recognition and taste models pre-tuned for wine | AI services designed around your catalog and data |
| Compliance tooling | Licensing hours, age gates, and verification policies configured per region | Compliance flows extended to your jurisdiction set |
| Best for | Operators who want to launch this quarter | Teams with bespoke workflows or a unique model |
| After launch | Post-launch support and product updates included | Post-launch support and product updates included |
$ moxace launch --nowWalk through the marketplace before you commit.
Book a demo and we will show label scanning, the taste graph, and drop campaigns on a live build, then send the written scope.
- 01
Share your idea
a quick call, no deck required
- 02
See the live demo
every screen, admin to user
- 03
Launch with source
full code, your brand, your servers
What moves your quote
No two launches price the same. These are the factors that shape the written quote you receive after scoping.
Scope of customization
The almost-ready AI build covers the proven feature set. Bespoke club mechanics, editorial formats, or blended verticals add scoped estimate work.
Zones, cities, and markets
Licensing regions, shipping rules, language packs, and currency setups are configured per market. Adding markets means more configuration, never a rebuild.
Integrations
Merchant inventory feeds, regional payment gateways, shipping partners, and verification providers are wired during the build, and each integration is estimated individually.
AI tuning depth
Out of the box, label recognition and taste models are pre-tuned for wine. Training models on your catalog and community data is an optional, separately scoped workstream.
Add-on modules that deepen the platform
Extend the Vivino-style build once the core community loop is running.
Cellar valuation pack
Estimated values and market pricing on cellar holdings, turning the collection into an asset members track.
Events and tastings
Virtual and in-person tasting events with ticketing, the engagement layer that deepens the community.
Gifting mode
Age-verified wine gifting with recipient scheduling, the seasonal line that lifts order values.
Restaurant and retail scan mode
Label scanning in restaurants with buy links, capturing discovery wherever the bottle is poured.
Importers' exchange
B2B listings between importers and trade buyers, the wholesale layer riding the same catalog graph.
White-label wine reseller
Deploy the platform for wine retailers under their own identity, with per-market compliance, commissions, and curation.
/21
Why founders pick our Vivino-style build
Community-led commerce needs both social proof and compliance discipline.
Community engine
Ratings, tasting notes, and wish lists are core product logic, because engagement between purchases is what makes wine apps stick.
Drop mechanics
Limited-edition drops with queues, quotas, and alerts are built in, giving you retail energy without engineering sprints.
Full ownership
One hundred percent of the source code transfers to you. No per-order royalties, no black-box dependencies.
Regulated-category experience
Alcohol compliance tooling here shares foundations with our wider drinks catalog, including the Flaviar-style build.
Proof from platforms we have shipped
Canonical deployments from our own portfolio. Metrics are reported from live platforms, not projections.
Etihad Airways
A high-traffic consumer platform our team ships and operates at national-carrier scale, the same bar every build is held to.
1M+
Monthly Users
40%
Engagement Lift
Heineken
A consumer engagement platform from the same engineering system, proving the community layer holds at brand scale.
25M+
Views
2.2X
Watch Time
Frequently asked questions
Security and integrity
Tap a card to see how the platform defends its marketplace.
Recommendations Agree With the Palate
Wines, regions, grapes, and reviewers link into a graph enriched by scans and ratings, so taste-profile recommendations feel personal rather than promotional.
Every Handoff Gets Verified
Photo ID capture and signature before release with failure reason codes, and failed handoffs follow a return-to-sender flow with a complete audit trail.
Licensing Hours Enforce Themselves
Delivery windows enforce licensing-hour rules per region, and merchant license documents stay stored and current in the compliance tooling.
Merchants Settle From the Ledger
Commissions configure per merchant tier and settlement runs on a cycle against the order ledger, so every partner reconciles without archaeology.
Drops Stay Fair
Limited-edition releases run with queues, quotas, and alerts you control, so scarcity events create demand without corrupting trust.
The Cellar Brings Them Back
Personal cellars, wish lists, and drinking-window reorder intelligence keep engagement alive between purchases, the retention engine of the category.
Frequently asked questions
the process
What to expect when you build your wine marketplace
A discovery call maps your regions, licensing rules, and commission model, then you receive a written scope and fixed quote. Once you approve, branding goes across all four panels while payments, licensing hours, and drop quotas are configured, then winery and retailer catalogs import with vintage and allocation fields. The almost-ready AI build goes live in 6 working days; a custom build takes 3 to 4 weeks.
Launch is not the finish line. You get 60 days of included support and 12 months of updates covering bug fixes and OS compatibility releases. In the first 90 days expect to seed ratings with early members, tune drop quotas against demand, and review compliance logs from the first licensed deliveries. Our engineers stay engaged through the support window, so those refinements have backup.
Live in action
See It Live Before You Talk to Us
Open the web app, sign in with the printed demo credentials, or install the Android build — no signup, no sales call. What you see is what you launch.
$ moxace launch --nowGet a written scope for your licensed marketplace.
Book a free consultation with our regulated-commerce team.
- 01
Share your idea
a quick call, no deck required
- 02
See the live demo
every screen, admin to user
- 03
Launch with source
full code, your brand, your servers
Independent Build
Moxace is an independent software development company. We are not affiliated with, sponsored by, or endorsed by Vivino.
Why This Name
The phrase “Vivino clone” is used descriptively. It is how the software industry refers to building a platform with similar functionality, and how buyers search for one.
Who Built This
The design and codebase are built entirely by our in-house team. Nothing is taken from the Vivino website, applications, or brand assets.
Trademarks
Vivino and all third-party names and marks remain the property of their respective owners, referenced here only to describe the category of software we build.
Read the full legal notice on our disclaimer page.