Plugin 4 • Enterprise AI Recommendation Brain

AI Recommendation Engine Manager

Enterprise AI control center for visitor intent, product intelligence, confidence scoring, category affinity, recommendation funnels and revenue-focused personalization.

Admin Home Bundle Intelligence Enterprise Intelligence Test Makeup Test Vitamins
AI Confidence92%Current recommendation confidence based on catalog, views and sessions.
Products Indexed1633AyeshaMall products available for AI ranking and matching.
Learning Signals18Views, clicks and visitor sessions collected by the AI tracking layer.
Click Learning93%AI learning strength from recommendation clicks and category affinity.

Recommendation Funnel Analytics

Shows how visitor behavior moves from product views to AI matching and personalized product recommendations.

Product Views
2
Interest Sessions
13
AI Group Matches
9
Recommendation Pool
1633
Confidence Layer
92

AI Accuracy Dashboard

Accuracy Score79%
Learning Score87%
Top Interestseen
Top Categorymakeup

AI note: More tracked clicks, add-to-cart events and order data will make this engine more intelligent over time.

Visitor Interest Heatmap

makeup 2

Tracked visitor interest signal.

bags 0

Tracked visitor interest signal.

bridal 0

Tracked visitor interest signal.

underwear 0

Tracked visitor interest signal.

vitamins 0

Tracked visitor interest signal.

baby 0

Tracked visitor interest signal.

jewelry 0

Tracked visitor interest signal.

games 0

Tracked visitor interest signal.

Category Intelligence Leaderboard

makeup
Catalog products: 337 • View signals: 2
91%
2
general
Catalog products: 229 • View signals: 0
75%
0
bags
Catalog products: 219 • View signals: 0
75%
0
jewelry
Catalog products: 211 • View signals: 0
75%
0
bridal
Catalog products: 185 • View signals: 0
75%
0
baby
Catalog products: 166 • View signals: 0
75%
0
underwear
Catalog products: 156 • View signals: 0
75%
0
vitamins
Catalog products: 93 • View signals: 0
75%
0

AI Opportunity Center

Next Smart LayerRevenue Optimization
Next Revenue LayerPurchase Intelligence Active
Next Intelligence LayerSame Price + Same Category Matching
Future Enterprise LayerCross-Sell + Bundle Intelligence

Click Learning Intelligence

Tracked Clicks3
CTR Signal100%
Clicked Groups3
Learning StatusActive

AI note: Plugin 4 now boosts products and categories that receive recommendation clicks.

Top Clicked AI Products

Makeup Revolution Queen Powder Angled Brush
Group: makeup
1
Luxurious NaviForce NF-5068-2 Women’s Watch
Group: jewelry
1
Bold Blue Mesh Bracelet MF0177L-04 Women Watch
Group: underwear
1

Clicked Category Affinity

makeup 1

Click-weighted category signal.

jewelry 1

Click-weighted category signal.

underwear 1

Click-weighted category signal.

Revenue Intelligence

Tracked Orders1
Total RevenueRs 1,750
Purchase Learning68%
Revenue Groups1

AI note: Plugin 4 now learns from completed purchases and revenue signals.

Top Ordered Products

Makeup Revolution Queen Powder Angled Brush
makeup brushes
1
Rs 1,750

Revenue Category Affinity

makeup brushes 1

Purchase-weighted category signal.

Search Intelligence

Camisole Lace Bra & Panty Set

AI Group: underwear

Price: 4250

Recommendation Candidate

Bloodstained Ritual of the Night PS4 Game

AI Group: games

Price: 8500

Recommendation Candidate

Far Cry Xbox One Game

AI Group: games

Price: 8300

Recommendation Candidate

Assassin’s Creed Valhalla PS4 Game

AI Group: games

Price: 8500

Recommendation Candidate

Ryse Son of Rome Xbox One Game

AI Group: games

Price: 8000

Recommendation Candidate

Fallout 76 Xbox One Game

AI Group: games

Price: 8000

Recommendation Candidate

The Surge 2 PS4 Game

AI Group: games

Price: 8000

Recommendation Candidate

Creed Rise to Glory PS4 Game

AI Group: games

Price: 7800

Recommendation Candidate

How To Use AI Recommendation Engine

Step 1: Let tracking collect views and sessions from AyeshaMall product pages.

Step 2: Use visual tests for makeup, vitamins, bags, bridal, baby and other categories.

Step 3: Improve recommendations by adding click, cart and order-based learning in the next phase.

Important: Plugin 4 is different from Plugin 1. Plugin 1 matches rules. Plugin 4 learns visitor behavior and product intent.

Production Health

✓ Recommendation API Active

✓ Tracking API Active

✓ Product Database Connected

✓ Frontend Widget Active

Open Visual Test Test API
Production Status: Plugin 4 Enterprise AI Manager is active with Phase 2A click-learning intelligence. This rebuild changes only the admin manager UI and keeps recommendation API, tracking API, widget, data files and AyeshaMall bridge untouched.

AI Recommendation Engine Manager | Enterprise AI Dashboard Active | Plugin 4 Production Ready