Zyberon AI
Zyberon AI - AI-Powered E-Commerce Automation Platform
Bitontree delivered a full-stack AI automation SaaS platform that helps Shopify sellers run core e-commerce operations from a single dashboard.
Zyberon AI - AI-Powered E-Commerce Automation Platform
About The Client
Zyberon AI is an AI-powered SaaS platform built for Shopify sellers, e-commerce operators, and digital entrepreneurs who want to automate day-to-day store operations from a single workspace.
The client wanted to build a full-stack e-commerce automation product that could help sellers manage customer support, product pages, Meta ads, social content, profitability, product validation, and customer engagement without hiring a large operations team.
| Project Detail | Information |
|---|---|
| Client | Zyberon AI |
| Public Client Name | TODO: Confirm capitalization/brand styling for public use |
| Industry | E-Commerce SaaS, AI Automation |
| Target Market | Shopify sellers and digital entrepreneurs worldwide |
| Location | Netherlands |
| Duration | 6 months |
| Project Dates | Started June 2025 |
| Services Used | AI Automation Development, Custom SaaS Development, Shopify App Development, Workflow Automation, E-Commerce Integrations, Payment Integration |
| Engagement | End-to-end SaaS product engineering |
| Live Link | https://zyberon.ai/ |
| Client Contact / Testimonial | TODO: Confirm if a testimonial or client quote can be included |
The Objective
Zyberon AI needed a single platform that could automate the operational work behind running and scaling a Shopify store.
The product needed to help sellers move faster across support, creative production, campaign setup, social posting, product page creation, profit tracking, product validation, and social engagement.
The platform needed to:
- Automate customer support across email, social DMs, and order-related questions
- Generate optimized Shopify product pages from competitor or product URLs
- Create Meta ad campaigns from Shopify product data
- Produce high-volume ad creatives for testing
- Schedule and publish Facebook and Instagram content
- Calculate true profit after ad spend, COGS, refunds, taxes, and fees
- Monitor product sales thresholds and flag products for review
- Reply to DMs and comments with AI while moderating harmful comments
- Generate strategic business insights from store, market, and competitor data
- Connect Shopify, Meta, email, Stripe, Slack, and analytics workflows into one SaaS platform
The Challenge
Shopify sellers often run their stores through disconnected tools, manual processes, and specialist contractors. Customer support happens in inboxes and DMs, creative production depends on designers and copywriters, campaign setup requires Ads Manager expertise, product pages need conversion copy and imagery, and profit analysis often lives in spreadsheets.
This creates a heavy operating burden for small e-commerce teams. Sellers may have revenue data in Shopify, ad spend in Meta, customer issues in email, social conversations in Instagram and Facebook, and product decisions scattered across manual dashboards.
The key challenges included:
- Building one platform that could support multiple e-commerce workflows without feeling fragmented
- Automating customer support while keeping enough control for sensitive or low-confidence responses
- Generating product pages, ad copy, and ad creatives that matched each store's brand voice
- Creating Meta campaigns through the API while keeping campaigns paused for review before launch
- Reconciling Shopify orders, Meta ad spend, COGS, refunds, taxes, and fees into accurate profit views
- Handling high-volume image generation with async jobs, progress visibility, and storage management
- Supporting secure multi-tenant access to Shopify, Meta, email, and payment credentials
- Managing Meta webhook verification, API limits, publishing rules, and content compliance
- Creating automation that non-technical sellers could configure and use independently
Zyberon AI needed more than a set of AI tools. It needed a connected operations platform for e-commerce sellers.
Public Product Positioning
Zyberon's public website positions the product as an all-in-one AI workforce for Shopify sellers, with the headline promise of helping users run their Shopify store on autopilot.
The public-facing product message emphasizes:
- A unified AI operating system for Shopify operations
- Nine specialized AI workers across support, pages, ads, social, profit, validation, creatives, replies, and strategy
- Automation across day-to-day e-commerce operations, from customer support to ad creation
- A self-service setup process that connects Shopify, Meta Business, an AI API key, Slack, and email
- Enterprise-grade security messaging, including GDPR compliance and security-first controls
- A simple pricing model for high-usage sellers
This positioning matches the product architecture Bitontree built: a connected SaaS platform where operational workflows are handled by specialized AI modules instead of separate tools.
Our Approach
Bitontree designed and developed Zyberon AI as a full-stack SaaS platform with nine integrated AI automation modules.
We built the system around Shopify, Meta, email, Stripe, Supabase, n8n, and Google Gemini so store data, customer messages, product content, advertising workflows, and financial reporting could work together from one dashboard.
Our approach focused on:
- Creating a self-service experience for non-technical Shopify sellers
- Connecting AI workflows directly to Shopify, Meta, email, and payment systems
- Combining automation with confidence thresholds, review queues, and draft modes
- Building a secure multi-tenant architecture with Row-Level Security and encrypted credentials
- Using n8n workflows and CRON schedules for recurring operational tasks
- Supporting high-volume creative generation without blocking the user experience
- Giving sellers operational visibility through dashboards, status tracking, and reports
Core Features Developed
AI Customer Support
We built a multi-channel customer support system that handles email and social DMs.
Messages arrive through IMAP polling or Meta webhooks and are normalized into a standard schema. Gemini classifies each message by intent, sentiment, and extracted details such as order numbers, product names, and keywords.
For order-related queries, the system looks up Shopify order data by email or order number and generates branded HTML replies. A confidence threshold controls automation: high-confidence replies can be sent automatically, mid-confidence replies move to a virtual assistant review queue, and low-confidence messages are escalated.
The module also includes return management logic for defective and non-defective returns, return-window checks, approval routing, status tracking, and audit history.
The public product comparison also highlights 24/7 availability, sub-90-second response positioning, learned brand voice, sentiment analysis, direct Shopify integration, and support for 47+ languages.
AI Page Builder
We developed an AI-powered Shopify product page generator that turns product or competitor URLs into optimized product pages.
The system scrapes product data such as title, description, price, variants, images, colors, and sizes. Gemini generates product titles, SEO meta descriptions, and conversion-focused copy based on the seller's brand voice.
Nano Banana generates lifestyle images, detail shots, and variant images. The final product payload is stored, organized, and published to Shopify as a draft or active product through the Shopify Admin API.
AI Meta Ads Generator
We built a campaign creation module that generates Meta ad campaigns from Shopify product URLs.
Users configure targeting, countries, budgets, ad set count, ads per ad set, image source, and optional reference imagery. Gemini analyzes the product and any reference image, then generates Meta-compliant primary text, headlines, and descriptions.
Nano Banana generates ad image variants, assets are stored in Supabase, and the Meta Marketing API creates the campaign, ad sets, and ads in paused status so users can review before launch.
AI Social Media Scheduler
We built a Facebook and Instagram scheduling system for AI-generated or manually uploaded content.
Users create scheduled posts with platform, publish mode, image source, caption, product URL, and publish time. An n8n workflow checks scheduled posts every minute and publishes eligible content through the Meta Graph API.
The system can generate captions, generate lifestyle images, publish to Facebook and Instagram, and display scheduled, published, failed, and draft posts in a visual calendar.
Zyberon's public product positioning also emphasizes the ability to generate and schedule 30 days of social content automatically.
AI Profit Calculator
We developed a profit analytics module that calculates true profit for Shopify sellers.
Users configure transaction fees, card fees, tax rates, base currency, timezone, COGS, and account integrations. Scheduled workflows sync Shopify orders, refunds, discounts, and Meta ad spend, then calculate profit after COGS, ad spend, transaction fees, card fees, refunds, and taxes.
The dashboard provides monthly performance, yearly analytics, product sales insights, and editable daily profit records for manual adjustments.
Product Validator
We built an automated product monitoring system that flags products when sales cross configurable thresholds.
An n8n workflow fetches Shopify orders, groups sales by product, compares sales volume against the user's validation threshold, and triggers Slack notifications when a product requires review.
The module can optionally auto-draft products in Shopify until the seller approves them, and it includes COGS-aware threshold logic for high-risk products.
AI Ad Maker
We built a high-volume ad creative generator that produces up to 50 image-based creatives per product.
Users can provide a Shopify URL or enter product details manually. The tool supports two creative strategies: Inspired Ads and Deep Research.
Inspired Ads analyze competitor creative references and generate visuals using the detected style. Deep Research creates new advertising angles and visual concepts from the product details. Generated creatives are stored with metadata, and async job processing provides real-time progress updates through WebSocket notifications.
AI Smart Reply
We developed a context-aware DM and comment reply system for Facebook and Instagram.
Meta webhooks send DMs and comments to a verified n8n endpoint. The system maps each interaction to the correct user, loads brand settings, moderation rules, and encrypted Meta credentials, then uses Gemini as an AI agent with tool calling.
For DMs, the agent can generate support replies or refer users to support email. For comments, it can validate moderation keywords, hide abusive comments, reply publicly, or save draft replies depending on user settings.
Contextual moderation reduces false positives by checking whether flagged words are actually abusive or simply comparative.
The public website frames this module around faster DM responses, product-question handling, and automatic moderation of spam or negative comments.
AI Strategic Agent
We built a strategic business intelligence module that generates reports and insights from store data, market positioning, and competitive signals.
This gives sellers a clearer view of brand performance, growth opportunities, product positioning, and next actions.
Technology Stack
| Layer | Technology |
|---|---|
| Frontend | Next.js 15, React 19, TypeScript 5, Tailwind CSS 4 |
| UI Components | Radix UI, ShadCN UI, Framer Motion |
| Backend | Next.js API Routes, n8n self-hosted workflows |
| Database | Supabase PostgreSQL with Row-Level Security |
| Storage and Secrets | Supabase Storage, Supabase Vault |
| Authentication | Supabase Auth, JWT session management |
| AI / LLM | Google Gemini for text generation, vision analysis, and function calling |
| Image Generation | Nano Banana |
| Payments | Stripe Checkout, subscriptions, webhooks, promotion codes |
| E-Commerce | Shopify Admin API, Shopify App Bridge |
| Social and Ads | Meta Graph API, Meta Marketing API v24, Meta Conversions API |
| Gmail OAuth, Microsoft 365 OAuth, IMAP/SMTP, Nodemailer, SendGrid | |
| Notifications | Slack webhooks |
| Deployment | Vercel |
| Scraping | Cheerio, Puppeteer |
| Analytics | Meta Pixel, Klaviyo, custom analytics pipeline |
| Affiliates | Rewardful |
The Result
Bitontree delivered a full-stack AI automation SaaS platform that helps Shopify sellers run core e-commerce operations from a single dashboard.
| Outcome | Result |
|---|---|
| Customer support automation | 90%+ of routine tickets handled without human intervention, with public positioning around automating up to 95% of support workload |
| Ad creative production | Up to 50 creatives per product generated in minutes |
| Campaign launch time | Product URL to review-ready Meta campaign in under 15 minutes. TODO: Confirm if this benchmark is approved for public use |
| Social media consistency | Scheduled content calendar with automated daily bestseller posts |
| Product page creation | AI-generated Shopify product pages in minutes |
| Profit visibility | True profit reporting with ad spend, COGS, fees, refunds, and taxes |
| Product monitoring | Automated sales threshold alerts with optional Shopify auto-draft |
| Social engagement | AI-powered DM and comment replies with contextual moderation |
| Setup experience | Public product setup flow connects Shopify, Meta Business, AI API key, Slack, and email in under 5 minutes |
| Support staffing | Routine support workflows automated across order status, returns, and address updates |
Business Impact
Zyberon AI gives Shopify sellers a way to automate operations that would normally require multiple specialists across customer support, design, copywriting, media buying, social media, analytics, and web development.
The final solution helped Zyberon AI:
- Reduce manual support work across email and social channels
- Shorten the time needed to create product pages and ad campaigns
- Generate more creative variations for paid ad testing
- Improve consistency across social media publishing
- Give sellers clearer profit visibility beyond Shopify revenue
- Monitor product quality and sales thresholds automatically
- Respond to social comments and DMs faster
- Keep automation controlled through confidence thresholds, review queues, and draft modes
- Offer a connected e-commerce operating system instead of isolated AI tools
Key Engineering Problems We Solved
Multi-Tenant Isolation
We implemented Supabase Row-Level Security policies tied to each user so Shopify credentials, Meta tokens, email settings, generated assets, support records, and financial data remain isolated across tenants.
AI Confidence Controls
We designed a three-tier confidence system for customer support automation. High-confidence replies can be sent automatically, mid-confidence replies move to review, and low-confidence cases are escalated.
High-Volume Creative Generation
Generating up to 50 ad creatives per product required async job processing, storage organization, error handling, and real-time status updates so users could see progress while generation continued in the background.
Contextual Comment Moderation
We used AI-based contextual validation to avoid hiding comments based only on keyword matches. This reduced false positives while still allowing abusive comments to be moderated.
Cross-Platform Profit Attribution
We built profit calculation workflows that reconcile Shopify order data, refunds, discounts, Meta ad spend, COGS, taxes, and processing fees. The system supports UTM attribution with fallback logic for cases where direct attribution is unavailable.
Secure Credential Management
The platform handles sensitive credentials for Shopify, Meta, email, and user-supplied API keys. We used encryption, Supabase Vault, and secure webhook verification to reduce credential exposure risk.
Meta API Compliance
We built Meta-compliant content generation, campaign creation, publishing flows, webhook signature verification, and paused campaign review states to support safer use of Meta's advertising and social APIs.
Development Timeline
| Phase | Deliverables |
|---|---|
| Month 1 | Platform foundation, Next.js dashboard, Supabase database architecture with RLS, Supabase Auth, Stripe subscriptions, Shopify OAuth, landing page |
| Month 2 | AI Customer Support, email and DM ingestion, Gemini classification, confidence-based replies, Shopify order lookup, return management |
| Month 3 | AI Page Builder, competitor URL scraping, Gemini copy generation, Nano Banana image generation, Shopify product publishing, AI Meta Ads Generator |
| Month 4 | AI Social Media Scheduler, Meta publishing, daily bestseller automation, AI Profit Calculator, Shopify and Meta data sync, profit dashboards |
| Month 5 | Product Validator, Slack alerts, Shopify auto-draft logic, COGS-aware thresholds, AI Ad Maker, async creative generation |
| Month 6 | AI Smart Reply, Meta webhook ingestion, Gemini tool-calling agent, contextual comment moderation, AI Strategic Agent, Rewardful integration, testing and production deployment |
Why This Project Stands Out
Zyberon AI was designed as an integrated e-commerce automation platform, not a collection of disconnected AI utilities.
By connecting Shopify, Meta, email, Stripe, Slack, AI content generation, image generation, scheduled workflows, and analytics, Bitontree helped build a platform that gives sellers a single operating layer for customer support, marketing, product management, and financial visibility.
The result is a self-service SaaS product that can reduce manual work, improve response speed, increase creative output, and help Shopify sellers make better decisions from live operational data.