Latest Articles

Discover our latest insights on e-commerce growth, AI marketing, and value-based bidding strategies

All Articles 15 AI & Advertising Technology 1 Data, Analytics & Measurement 3 E-commerce Growth Strategies 3 Paid Search (PPC) 0 Programmatic & DSPs 0 Social Media Advertising 0 Value Based Bidding 6

Value Based Bidding

Abhi Agnihotri

Founder & CEO

How Value-Based Bidding Works on Meta: Setup Guide for 2026

Meta's value optimisation tells the algorithm to find buyers who spend more: but it only works when CAPI is correctly configured, purchase values are...

Apr 12, 2026

8 min read

Value Based Bidding

Abhi Agnihotri

Founder & CEO

Value-Based Bidding vs Target CPA: Which Strategy Is Right for Your Brand

Target CPA and Target ROAS optimise for different things — and for most DTC brands with varied order values, Target CPA is the wrong default. This...

Apr 7, 2026

9 min read

Value Based Bidding

Abhi Agnihotri

Founder & CEO

What Is Value-Based Bidding? A Complete Guide for DTC Brands

Value-based bidding assigns monetary values to conversion events, shifting Google and Meta's algorithms from optimizing for conversion count to...

Apr 4, 2026

9 min read

The Hidden Cost of First-Order (AOV) Optimization

E-commerce Growth Strategies

Abhi Agnihotri

Founder & CEO

The Hidden Cost of First-Order (AOV) Optimization

Most DTC brands pass checkout transaction value as their primary conversion signal. This trains ad platforms to find customers who are good at one...

Apr 3, 2026

9 min read

What Is a Good LTV:CAC Ratio and How to Calculate Yours

E-commerce Growth Strategies

Abhi Agnihotri

Founder & CEO

What Is a Good LTV:CAC Ratio and How to Calculate Yours

LTV:CAC is the single metric that determines whether your DTC brand is building equity or burning it. A 3:1 ratio is the benchmark - but most...

Mar 31, 2026

7 min read

AdZeta Joins the NVIDIA Inception Program: GPU-Accelerated Predictive LTV at Bidding Speed

Abhi Agnihotri

Founder & CEO

AdZeta Joins the NVIDIA Inception Program: GPU-Accelerated Predictive LTV at Bidding Speed

AdZeta has been accepted into the NVIDIA Inception Program, validating the GPU compute architecture powering our real-time pLTV signal engine. Here...

Mar 27, 2026

6 min read

First-Party Data Activation: How to Use Your Customer Data Across Google, Meta, and Programmatic

Data, Analytics & Measurement

Abhi Agnihotri

Founder & CEO

First-Party Data Activation: How to Use Your Customer Data Across Google, Meta, and Programmatic

Most DTC brands have rich first-party customer data sitting in their warehouse while their ad platforms optimize on generic checkout values. This...

Mar 27, 2026

8 min read

Customer Acquisition Cost Is Broken: Why CAC Without LTV Is a Vanity Metric

Abhi Agnihotri

Founder & CEO

Customer Acquisition Cost Is Broken: Why CAC Without LTV Is a Vanity Metric

CAC has risen 222% over eight years and most growth teams are measuring it wrong. The number on your dashboard tells you what you spent. It does not...

Mar 24, 2026

8 min read

pLTV Bidding on Google Ads: A Step-by-Step Guide for DTC and eCommerce Brands

AI & Advertising Technology

Abhi Agnihotri

Founder & CEO

pLTV Bidding on Google Ads: A Step-by-Step Guide for DTC and eCommerce Brands

Standard tROAS bidding feeds Google's algorithm first-order revenue. pLTV bidding feeds it predicted 12-month customer value. The signal difference...

Mar 22, 2026

8 min read

Predictive LTV (pLTV) Bidding in Meta Ads: What Actually Works in 2026

Value Based Bidding

Abhi Agnihotri

Founder & CEO

Predictive LTV (pLTV) Bidding in Meta Ads: What Actually Works in 2026

Meta's Value Optimization uses a 7-day attribution window. Your best customers take 90 days to prove their value. This is the signal gap that pLTV...

Mar 21, 2026

9 min read

What Is Predictive Customer Lifetime Value (pLTV) and Why Every Growth Team Should Care

Data, Analytics & Measurement

Abhi Agnihotri

Founder & CEO

What Is Predictive Customer Lifetime Value (pLTV) and Why Every Growth Team Should Care

Predictive Customer Lifetime Value (pLTV) tells you what a customer is worth before they prove it. Here's why growth teams that ignore it are bidding...

Mar 16, 2026

6 min read