v4.1 · Iteration Aug 3, 2026 → Aug 16, 2026

DeepChatBI Product Evolution — Version 4.1

From setup-first to value-first: real opportunities from your own data in minutes.

Version 4.1 redesigns the new-user journey around one goal: help merchants see a credible, evidence-backed opportunity before asking them to complete a long setup process.

Eligible users who connect Shopify, Google Ads, and GA4 can now receive their first real-data insight within the opening minutes of their first session—then upgrade to Pro to unlock the complete ranked action plan.

Strategic Milestone: Value Before Configuration

Previously, new users had to connect multiple data sources, complete several setup steps, and wait for historical data to finish syncing before they could experience the value of DeepChatBI.

Version 4.1 changes that journey:

Connect the core accounts first.
Run a lightweight scan of recent business data.
Surface evidence-backed opportunities within minutes.
Show what the system found and why it matters.
Guide users to add more data only when it improves the analysis.
Unlock the complete Top-N action plan through Pro.

The shift: setup is no longer the destination. It is a progressive path that begins with a useful decision.

Fast Scan: Your First Real Signal in Minutes

Fast Scan analyzes the most recent 30 days of connected data without waiting for the full historical sync to finish.

The initial scan prioritizes:

Ad spend, conversions, revenue, and conversion value.
Campaign, ad group, and keyword performance.
Potential budget waste and unusual performance changes.
Candidates for responsible budget scaling.
GA4 landing-page quality, key events, and funnel issues.
Shopify orders, refunds, revenue, and available profit fields.
Three high-priority opportunity candidates with supporting evidence.

Performance Targets

For eligible accounts with sufficient data:

50% are targeted to receive the first real-data insight within 2 minutes.
90% are targeted to receive the first batch of results within 5 minutes.
High-volume accounts may begin with the latest 7 days or highest-spend campaigns before completing the 30-day scan.
Fast Scan does not depend on the completion of a 90-day or one-year historical sync.

The result: merchants can begin evaluating real opportunities while deeper data continues loading in the background.

Full Sync: Deeper Context Without the Wait

After Fast Scan completes, DeepChatBI continues synchronizing up to 90 days and one year of historical data in the background.

This deeper history supports:

Seasonal and long-term trend analysis.
More stable confidence levels.
Historical comparisons of recommended actions.
Budget and profit-model calibration.
Long-cycle repurchase and attribution analysis.

Full Sync does not prevent users from viewing Fast Scan results, exploring opportunities, or upgrading to Pro.

Opportunity Command Center

The new opportunity experience is designed to become the merchant's operating command center.

At a glance, users can now understand:

Which data sources DeepChatBI has analyzed.
How complete the available data is and how confident each conclusion is.
How many important opportunities have been identified.
The estimated ad-spend, revenue, or profit impact of each opportunity.
The three actions that deserve attention first.
Which additional data source would make the analysis more complete.

Instead of opening another reporting dashboard, merchants start with a prioritized view of what deserves action.

A Clearer Path to Pro

The Upgrade to Pro experience has been redesigned around the opportunity the user is already viewing.

Users can preview the initial finding and supporting evidence, then upgrade to unlock:

The complete ranked Top-N opportunity list.
Detailed evidence and impact analysis.
Recommended actions and execution priorities.
Deeper analysis powered by historical and cross-platform data.

The new flow keeps the value of the upgrade clear without interrupting the user's analysis journey.

Guided Attribution Exploration

Contextual guidance has been added across attribution pages to help users:

Understand what each attribution view is designed to answer.
Select the most relevant analysis for the current business question.
Identify missing data sources that could improve the conclusion.
Move from attribution results to the next recommended action.

This makes attribution easier to explore without requiring users to understand every model before getting started.

Global Chinese and English Support

DeepChatBI now supports global switching between Chinese and English.

The selected language remains consistent across onboarding, opportunity analysis, attribution views, account setup, and upgrade workflows—creating a more accessible experience for global teams.

What Version 4.1 Changes

Version 4.1 moves the first-time experience from:

Connect everything → wait for synchronization → configure the workspace → search for value

to:

Connect core accounts → see a real opportunity → understand the evidence → unlock and act

Core Vision

DeepChatBI is the ad decision OS for Shopify.

We connect store truth, paid-media performance, attribution, and profit context—then turn that data into ranked actions merchants can understand and execute.

Open Workspace · Upgrade to Pro · Install on Shopify

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