01Market Research
Analyzes market signals, demand, competitors and opportunities and turns them into structured recommendations.
ModeRules + escalation
E-commerce · READY-TO-IMPLEMENT AI BLUEPRINT
AI E-commerce Growth Engine
Coordinate traffic growth, product content, CRO, order support, CRM, loyalty and revenue analytics.
✓ Reusable product-content workflows✓ Faster customer support✓ Structured retention✓ Clearer store analytics
Blueprint is a digital product released through protected delivery after confirmed payment. Adaptation and full implementation are separate tiers below.
AI SYSTEMBLUEPRINT
12
specialized AI agents
4operating lanes
12+integrations
8deliverables
3purchase options
ARCHITECTURE
How the system works as one operating layer
Not a collection of disconnected bots: one orchestrator, specialist roles, shared context, integrations and explicit human-control points.
Owner / Executive
AI OrchestratorCoordinates agents, data, approvals and actions
Acquisition
Market Research
Content & SEO
Advertising Agent
Conversion
Merchandising Agent
CRO Agent
Customer Support
Operations
Order Support
Inventory Insights
Team Assistant
Retention & Revenue
CRM Agent
Loyalty Agent
Revenue Analytics
Shared business brainContext, rules, SOPs, data and action history
Human approvalA human stays in control of material decisions
IntegrationsOpenAIWhatsAppInstagramTelegramGmailGoogle SheetsZapierMakeShopify / WooCommerceKlaviyoStripeMeta
HOW IT WORKS IN A BUSINESS
A normal day with this system
Online stores and brands with a small team, where product pages, ads, support and email all rest on a few people.
Revenue Analytics pulls yesterday's sales, traffic and stock into a brief for the owner; Inventory Insights flags products about to run out.
Content & SEO drafts copy for a new collection from product data; the Merchandising Agent suggests how to lay it out on the site, and the team approves.
a customer asks where their order is: Order Support checks delivery status and replies; a refund outside policy is passed by Customer Support to a manager.
Without the system
Product copy is written by hand, 'where is my order' questions eat the day, abandoned carts go unrecovered, and store numbers are scattered across dashboards.
With the system
Content, support and email run on approved flows, and the owner sees each day what sells, what is running low and where shoppers drop off.
What you provide
- Access to the store platform, payment provider, email tool and ad accounts.
- Product data, shipping and returns policies, and customer email consent.
- An owner who approves content, promotions and disputed order cases.
The first 30 days
- Week 1: store, funnel and data audit, architecture and priorities.
- Week 2: product-content flow and order support with human review.
- Weeks 3–4: abandoned-cart and CRM flows, revenue and stock dashboard.
What stays with people
Pricing and discounts, ad budgets, refunds and compensation beyond policy, complaints and final sign-off on published content stay with people.
AGENT DIRECTORY
What each AI agent is responsible for
Roles are bounded by rules, data sources and authority. Material decisions, exceptions and higher-risk actions stay inside human approval.
01
Acquisition
02Content & SEO
Creates and adapts business content from approved facts, offers, brand rules and channel requirements.
ModeRules + escalation
03Advertising Agent
Prepares campaign logic, audiences, creative briefs and optimization signals while keeping spend changes inside approval rules.
ModeRules + escalation
02
Conversion
04Merchandising Agent
Analyzes product presentation and conversion signals and prepares prioritized optimization hypotheses for testing.
ModeRules + escalation
05CRO Agent
Analyzes product presentation and conversion signals and prepares prioritized optimization hypotheses for testing.
ModeRules + escalation
06Customer Support
Executes a defined specialist role using approved business context, tools and rules, with escalation when confidence or authority is insufficient.
ModeRules + escalation
03
Operations
07Order Support
Tracks order context, identifies exceptions and prepares customer or internal actions according to fulfillment rules.
ModeRules + escalation
08Inventory Insights
Tracks stock or purchasing signals, highlights exceptions and prepares replenishment or procurement actions for approval.
ModeRules + escalation
09Team Assistant
Supports staff with procedures, schedules, recurring questions and structured internal communication.
ModeRules + escalation
04
Retention & Revenue
10CRM Agent
Maintains lifecycle follow-up, segmentation and next-touch logic using approved CRM data and communication rules.
ModeRules + escalation
11Loyalty Agent
Identifies retention opportunities and risk signals and triggers approved re-engagement or loyalty scenarios.
ModeRules + escalation
12Revenue Analytics
Combines commercial and operating data to surface revenue, margin, pricing and profitability opportunities.
ModeRules + escalation
WHAT YOU GET
A build-ready package for your team or developer
Each Blueprint describes roles, connections, workflows, integrations, governance and implementation sequence.
01
Growth architecture
02
Merchandising workflows
03
Product content prompts
04
CRO checklist
05
Support automation map
06
CRM lifecycle map
07
Analytics dashboard spec
08
Implementation guide
BLUEPRINT PREVIEW
See the structure before you buy
The sample below shows the format. The purchased edition expands roles, core workflows, starter prompts, integration logic, governance, KPI/evaluation framework and the roadmap for this system.
DENIS MIRONOV · AI SYSTEMS01
System Architecture
Orchestrator → specialist lanes → shared data → human approval.
DENIS MIRONOV · AI SYSTEMS02
Agent Map
- Market Research
- Content & SEO
- Advertising Agent
- Merchandising Agent
12 roles in the base architecture.
DENIS MIRONOV · AI SYSTEMS03
Workflow Logic
Trigger→AI→Check→Action
Each core workflow defines trigger, context, action, approval and fallback.
DENIS MIRONOV · AI SYSTEMS04
Integrations
Designed to connect with the existing stack where practical.
DENIS MIRONOV · AI SYSTEMS05
Governance & Safety
- Human approval for material actions
- Role-based access
- Logging and escalation
DENIS MIRONOV · AI SYSTEMS06
Launch Roadmap
0102030405
Research → Architecture → Implement workflows
IMPLEMENTATION
From blueprint to operating system
Implement it yourself, hand it to your team, or commission adaptation and a full build.
Research
Architecture
Implement workflows
Optimize conversion
Scale retention
CHOOSE YOUR OPTION
One architecture, three ways to use it
Blueprint downloads right after payment. Implementation Pack starts with a brief after payment. Done For You: we agree the scope first, then you pay.
$299
Architecture, roles, workflows, prompts, integrations, governance and roadmap.
- ✓ Growth architecture
- ✓ Merchandising workflows
- ✓ Product content prompts
- ✓ CRO checklist
- ✓ Support automation map
$1500
Blueprint plus business-specific adaptation, setup logic and launch support.
- ✓ Architecture customization
- ✓ Workflow configuration
- ✓ Integration plan
- ✓ Technical handoff
- ✓ Launch checklist
from $5,000
Design, configuration, integrations, testing, handover and optimization for the actual business. Final price is fixed after scope.
- ✓ Custom implementation
- ✓ Tool integrations
- ✓ Testing
- ✓ Team training
- ✓ Post-launch support
Important: benefits on this page describe intended optimization targets, not guaranteed financial outcomes. Actual results depend on starting conditions, execution, traffic, implementation quality and connected tools.
FAQ
Before you buy
Do I need to replace my current software?
No. The blueprint is designed to sit above or connect to your existing CRM, booking, finance and communication tools where practical.
Is the blueprint the same as full implementation?
No. The blueprint is the architecture, workflows, prompts, integration map and implementation plan. Implementation is a separate service.
Can it be customized?
Yes. Every system can be adapted to the business model, team, software stack, approval rules and data restrictions.
PURCHASE & DELIVERY
What to know before ordering
How purchase works, what the price includes and what it does not.
How do I order?
Add the Blueprint to your cart and pay by card, in roubles via YooKassa or in crypto. The file is available to download right after payment. Implementation Pack and Done for You start with a short brief — I will contact you within a day.
What is included in the Blueprint price?
The digital architecture for the selected system and the materials listed on its page. Customization, tool setup, APIs, third-party subscriptions and hands-on implementation are not included unless explicitly stated in the proposal.
Are OpenAI, CRM, Make, Zapier or other subscriptions included?
No. Third-party software, API, CRM, messaging, payment and infrastructure charges are paid separately by the client according to the relevant providers’ pricing.
Which language will I receive?
The Blueprint is bilingual: every section in English and Russian in one file. The language of an Implementation Pack or Done for You is agreed during the brief.
Does the system guarantee revenue growth?
No. A Blueprint describes architecture and automation processes. Commercial or operating results depend on the starting situation, data, team, traffic, software and quality of implementation.