Product Performance Blueprint

Ground-Truth Sales, Funnel Conversions & Multi-Channel Attribution

Prod DB (Live PostgreSQL)

🌐 thotfy.com ↗ 📥 CSV 📄 JSON

Net Sales Revenue

₹0

Gross: ₹0

Confirmed Orders & Units

0 orders placed

Meta Ad Spend (OUTCOME_SALES)

₹0

📱 Sales Spend: ₹0 Meta CAC: ₹0 Account Total: ₹0

True Meta ROAS

0.0x

Net Sales ÷ Sales Ad Spend (OUTCOME_SALES)

Product Segments

🚀 0 | 💎 0 | 🚨 0

ID ⇅	Product ⇅	Category ⇅	Seller ⇅	Price ⇅	Stock ⇅	Views (Funnel) ⇅	Units Sold ⇅	Net Sales ⇅	Returns % ⇅	Meta Spend ⇅	Meta ROAS ⇅	Meta Discrepancy ⇅	Quadrant ⇅	Prescription
⏳ Loading live catalog blueprints from database...

Total Meta Ad Spend

₹0

Across 18 campaigns

Impressions & Clicks

0 clicks captured

Product Views & Add-To-Cart

0 add-to-cart events

Meta Orders & Revenue

₹0

0 purchases tracked

Date ⇅	Product ⇅	Platform ⇅	Campaign ⇅	Impressions ⇅	Clicks ⇅	Spend ⇅	Views ⇅	ATC ⇅	Orders ⇅	Revenue ⇅
⏳ Fetching live per-product data from Meta Marketing API...

🔍

Product ID 1919 Algorithmic Spend Investigation

Ad Spend: ₹9,874.18 (21.4% of Catalog Sales)

Handcrafted House-Shaped Wooden Display Shelf with Music Box / Decor (SKU: 1919)

Spend

₹9,874.18

Impressions

62,379

Clicks

2,882

CTR / CPC

4.62% / ₹3.33

Views

5,420

⚡ 1. The "Click Magnet" Phenomenon

Product 1919 achieved an astonishing 4.62% CTR (normal e-commerce average is 0.8% - 1.5%). Its attractive house-shaped design stopped users mid-scroll on Instagram/Facebook Feeds, driving 2,882 cheap clicks at ₹3.33 CPC.

🤖 2. Meta DPA Algorithmic Bias

In Advantage+ Dynamic Catalog (DPA) ads, Meta automated bidding optimizes for lowest CPC and highest engagement. Meta classified Product 1919 as the catalog "winner" and poured 32.1% (₹9,092) of the broad campaign into this single SKU, starving the remaining ~1,180 items.

⚠️ 3. Curiosity Clicks vs. Conversion Friction

While it drew massive traffic (5,420 views, 2,882 clicks), it resulted in 0 verified checkout purchases. Shoppers clicked out of curiosity to inspect the unique shelf/music box, but drop-offs occurred on the product page.

💡 Actionable Fix in Commerce Manager: In Meta Commerce Manager, create a custom Product Set excluding Product 1919 from broad Advantage+ campaigns, or run it in a separate isolated campaign with a strict daily spend cap (e.g. ₹150/day) so budget can flow to other converting products.

Campaign Spend Share Breakdown

₹0

Total Spend

All Sales Campaigns

₹46,181.57

Showing per-product spend, impressions, link clicks, CTR, and CPC across all active OUTCOME_SALES catalog campaigns.

Unique Products

1,186

Total Views

12,840

Total Clicks

5,432

Avg CTR / CPC

3.8% / ₹3.52

Each row contains a mini pie chart visualizing that product's share of the campaign budget. 📥 Export Table CSV

Campaign ⇅	Product ⇅	Ad Spend ⇅	Views ⇅	Impressions ⇅	Clicks ⇅	CTR ⇅	CPC ⇅	Spend Share (Pie Chart)
⏳ Loading campaign per-product data...

🎯 Meta Pixel Real-Time Activity

Status: Active

Page Views (PageView)

Storewide 24h visitors

Product Views (ViewContent)

Product page inspections

Add To Cart

Cart events captured

Initiate Checkout

Checkout started events

Meta Purchases

Confirmed conversions

Seller Onboarding Leads

Registrations + Applications

⏱️ Meta Pixel 24-Hour Hourly Breakdown

Direct from Meta /stats API

Timestamp (UTC)	PageView	ViewContent	AddToCart	InitiateCheckout	Purchase	Cart Rate %	Conv Rate %	Other Events (Leads, Search)
⏳ Fetching live Meta Pixel hourly timeline...

📦 Meta Catalog Dynamic Ad Sets (0 Sets Active)

Connected Store Catalog (1,041 Synced Items)

#	Set ID	Ad Set / Collection Name	Delivery Scope	Targeting Rule Summary	Products	Status	Insights
⏳ Fetching Meta Product Sets...

💸 Meta Ad Account Campaigns & Monetary Ad Spend

Insights via Marketing API

Meta Ad Account Connector

Active Account: act_1281513540144893 (Thotfy). Monetary spend, impressions, clicks, CPC, and campaigns are fetched automatically. Enter a new ID below to switch anytime.

Total Meta Ad Spend

₹0

0 active campaigns

Impressions & Reach

0 unique reach

Clicks & Avg CPC

Avg CPC: ₹0.00

Average CTR & CPM

0.00%

Avg CPM: ₹0.00

Campaign Name	Objective	Ad Spend (₹)	Impressions	Reach	Clicks	CTR	CPC
Enter your Meta Ad Account ID above (e.g. act_XXXXXXXXXX) to display live campaign spend.

🧠

Product Advertising Intelligence Engine

PHASES 6 & 7

Composite multi-factor advertising algorithm evaluating Conversion Potential, Historical Meta ROAS, Ad CTR/CPC, Product Demand, Margins, Organic Traction, and Inventory. Automatically segments products into actionable operational buckets.

📥 Export CSV

🟢 SCALE

🚀

High ROAS & Conversion. Increase Budget.

₹0 Revenue

🟡 TEST

🔍

Promising CTR, low sample size. Continue Testing.

Early Traffic Signals

🔴 STOP

🛑

Unprofitable economics. Exclude from Ads.

₹0 Wasted Spend

🔵 ORGANIC WINNER

⚡

Proven demand without ads. Launch Discovery Ads.

High Organic Sales

🟣 HIGH POTENTIAL

💡

High ATC & interest, low ads. Test with Budget.

High Intent Funnel

✨

AI Executive Budget Allocation & Strategic Scaling Directive CLAUDE 3.5 INTELLIGENCE

Synthesizes all 5 classification tiers to produce an exact weekly budget reallocation, stop-loss plan, and scaling roadmap.

Score ⇅	Product ⇅	Category ⇅	Classification ⇅	Recommended Action Trigger	Factor Breakdown	Units ⇅	Net Sales ⇅	Meta Spend ⇅	True ROAS ⇅	Conv % ⇅	Stock ⇅
Computing multi-dimensional advertising scores...

🤖

AI Product Research & Strategy Assistant

Claude 3.7 Sonnet (Latest)

Instant analytical deep-dives across your live catalog, Meta Ads ROAS, customer funnels, and ground-truth unit economics.

MODEL:

● Catalog: Live Ingested

⚡ Quick Research Queries:

🤖

Claude Intelligence Assistant

Hello! I have full real-time access to your Thotfy Ground-Truth Catalog, Meta Marketing Performance, and Funnel Metrics.

Ask me anything about your products, such as:

"Which products have the best unit economics and are ready to scale?"
"Compare our Sweaters vs Couple Pillows in terms of sales volume, margin, and ad ROI."
"What catalog adjustments should we make to increase overall store ROAS from 3x to 5x?"

Click any quick prompt above or type your question below to start your research.