Decoding The Google Ads Algorithm [2025]

Adam Sat | Kairo Agency · Beginner ·🔍 RAG & Vector Search ·1y ago

Skills: RAG Basics70%Vector Stores50%

Key Takeaways

Breaks down the Google Ads algorithm and its key elements for maximizing campaign results

Original Description

In this video, I break down how the Google Ads algorithm works in 2025 and reveal how you can leverage it to maximize your campaign results. 0:00 Intro 00:49 The Complexity of Google Ads 01:57 Who Am I & Why Should You Trust Me 02:32 The Proof Is In The Results 03:03 The Complexity Behind Google Ads 04:33 The Google Ads Algorithm is Built on Four Key Elements 06:59 The Google Ads Intent Pyramid 10:57 Build Structural Balance Across Your Google Ads Account 15:49 Feed Google Ads First Party Data 18:43 Budget Optimisation Based on Data Insights 21:20 Summary 21:52 Outro Sign up to our mailing list below and receive a free PDF of '10 Google Ads Hacks to Slash Costs and Boost Revenue' - https://kairo.agency/ Instagram: https://www.instagram.com/adxmsat

Watch on YouTube ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: RAG Basics

View skill →

High Performance (Realtime) RAG Chains: From Basic to Advanced

High Performance (Realtime) RAG Chains: From Basic to Advanced

Coding the Ultimate RAG Engine from Zero

Coding the Ultimate RAG Engine from Zero

Building Agentic RAG From Scratch in Pure Python

Building Agentic RAG From Scratch in Pure Python

Build an LLM and RAG-based Chat Application using AlloyDB and LangChain

I Built a RAG App to Decode Airline Bureaucracy (So You Don't Have To)

I Built a RAG App to Decode Airline Bureaucracy (So You Don't Have To)

Akamai Developers

RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show

RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show

Related AI Lessons

Your AI Keeps Making Things Up. RAG Is How You Make It Use Real Facts Instead.

Learn how to use RAG to make your AI provide accurate answers based on real facts instead of making things up

Evaluation Metrics for RAG: Measure Retrieval, Generation, and End-to-End Quality With Numbers That…

Learn to evaluate RAG models using metrics that measure retrieval, generation, and end-to-end quality

Evaluation Metrics for RAG: Measure Retrieval, Generation, and End-to-End Quality With Numbers That…

Learn to evaluate RAG models using metrics that measure retrieval, generation, and end-to-end quality

Medium · Data Science

When Does HyDE Help RAG? I Tested 3 Query Types and It Failed on Two

Learn when HyDE retrieval helps or hinders RAG performance across different query types, and why it matters for improving search accuracy

Chapters (12)

Intro

0:49 The Complexity of Google Ads

1:57 Who Am I & Why Should You Trust Me

2:32 The Proof Is In The Results

3:03 The Complexity Behind Google Ads

4:33 The Google Ads Algorithm is Built on Four Key Elements

6:59 The Google Ads Intent Pyramid

10:57 Build Structural Balance Across Your Google Ads Account

15:49 Feed Google Ads First Party Data

18:43 Budget Optimisation Based on Data Insights

21:20 Summary

21:52 Outro

RRF vs DBSF with Qdrant: Hybrid Retrieval Fusion for RAG in Python

Professor Py: AI Engineering