v3.7 · Iteration Jun 8, 2026 → Jun 21, 2026
DeepChatBI Product Evolution — Version 3.7
From dashboards to decisions—ProfitOS goes live on Shopify, forensic 1P attribution exposes the ROAS ghost, and MCP agents execute profit-driven ad operations.
This iteration marks a strategic shift for DeepChatBI. We are no longer just "visualizing" data; we are building an autonomous layer that sits between your Shopify store and your marketing execution—auditing platform discrepancies and driving bottom-line growth through forensic-grade intelligence.
Strategic Milestone: ProfitOS is Live
DeepChatBI's embedded Shopify application, ProfitOS, has officially passed the App Store review. Merchants can now deploy our intelligence layer directly within their Shopify Admin.
Zero-Click Tracking
We've implemented a new auto-activation architecture. Upon installation, our Web Pixel Extension attaches automatically to your storefront.
The Benefit: No more manual GTM tagging or broken scripts. Events flow instantly from user sessions into our Profit World Model with 100% data integrity.
Forensic Attribution: Uncovering the "ROAS Ghost"
Our 1P (First-Party) Pixel infrastructure has reached a new level of fidelity, enabling merchants to see the entire physical journey of a customer—often spanning weeks and dozens of touchpoints.
Real-World Success
A flagship $5M ARR brand used our "First-Click" audit to discover that over 80% of their "Ad-attributed" orders were actually driven by organic word-of-mouth and Direct traffic.
The Action: Based on our AI's recommendation, the merchant paused 100% of their top-funnel Meta/Google spend to focus on retention.
The Result: A 98% decrease in branded search CPC (from $5.00 to $0.10) and a significant surge in net profitability within 7 days.
Agentic Execution: The MCP Layer
We are opening the "black box" of ad management. DeepChatBI is now moving from reporting on Google Ads to executing within them via our AI Agent infrastructure (Model Context Protocol).
Direct Ad Operations
Our AI Agents can now perform keyword lookups, create negative keyword lists, and update match types automatically based on SKU-level profitability signals.
Profit-Driven Bidding
We've refactored our bidding algorithms to consume True Profit data from our World Model, rather than relying on the inflated ROAS reported by ad platforms.
Lifecycle Intelligence: Klaviyo Deep-Link
As merchants shift from paid acquisition to retention, DeepChatBI is hardening its Klaviyo integration to provide send-level attribution.
Beyond the Click
We now track the incremental lift of individual email flows. We don't just tell you an email was sent; we show you how it re-activated a "dormant" user who first discovered your brand via a Google ad 3 months ago.
VIP Reactivation
New AI Actions are live to identify High-LTV customers at risk of churn and trigger personalized, non-discount outreach to preserve margins.
Infrastructure & Security
- Unified Authentication: Single Google OAuth sign-in across the marketing site and the analysis workspace.
- Global Acceleration: Deployment of North American CDN nodes and Aliyun ESA acceleration to ensure sub-100ms dashboard latency for our US-based operators.
- Enterprise Isolation: We are preparing dedicated sandbox environments for 8-figure brands to ensure the highest level of data residency and model security (Claude-pinned routing).
What's Coming in Version 3.8
- Amazon Ads — North America: Deep-link attribution for the world's largest marketplace.
- Autonomous Marketing Agent: Fully automated Klaviyo segment auditing and flow optimization.
- Microsoft Ads Connector: Expanding our forensic reach to Bing and the Microsoft ecosystem.
Core Vision
DeepChatBI is building the future of Agentic BI.
We find the truth in your data, so you can find the profit in your business.
Join our Private Beta · Book a Forensic Profit Audit · Install on Shopify