Clear definitions of digital advertising, performance marketing, and media buying terms. From CPM and ROAS to hook rate and creative fatigue.
A/B testing, also known as split testing, is a controlled experiment that compares two versions of an ad, landing page, or other marketing asset to determine which one performs better.
An AI system that can autonomously perceive, reason, and take actions to achieve goals.
AI Slop refers to the mass-produced, low-quality, and often nonsensical content generated by artificial intelligence, typically created to exploit algorithms for views and engagement.
The AIDA Framework is a classic marketing model that describes the four sequential stages a consumer passes through before making a purchase: Attention, Interest, Desire, and Action. It serves as a blueprint for advertisers to structure messaging and guide potential customers through each phase of the sales funnel effectively.
A platform-specific account used to create, manage, and track advertising campaigns.
Following advertising platform policies and regulations in your ad content.
The text content of an advertisement, including headlines, body text, and calls-to-action.
The visual and textual elements that make up an advertisement.
A digital marketplace where advertisers and publishers buy and sell ad inventory.
When an audience sees the same ad too many times, leading to decreased performance.
The specific type and layout of an advertisement (image, video, carousel, etc.).
Ad intelligence is the process of collecting, analyzing, and acting on advertising data from the market to inform strategic decisions.
How well an ad achieves its objectives, measured by key metrics.
How ad platforms decide which ads to show when multiple ads exist in an ad set.
A grouping of ads that share the same budget, audience, and placement settings.
The total amount of money allocated or used for advertising campaigns.
Tools and techniques for monitoring competitor advertising activity.
An Agent is an autonomous program within an AI system designed to perform specific, ongoing tasks in the background without direct human intervention.
Agentic AI refers to artificial intelligence systems designed to operate autonomously, setting and pursuing goals by breaking them down into tasks, executing them, and adapting based on the results.
The process of assigning credit for conversions to different touchpoints in the customer journey.
An AI system that operates independently without constant human supervision.
Average Order Value (AOV) is a key performance indicator that measures the average total amount of money spent each time a customer places an order.
Business-to-Business - companies selling products or services to other businesses.
Business-to-Consumer - companies selling directly to individual consumers.
Brainrot is a colloquial term describing the perceived negative effects on cognitive function, such as a shortened attention span, resulting from excessive consumption of low-quality online content.
A campaign objective focused on reaching new audiences and increasing recognition.
The maximum amount an advertiser can spend to acquire a customer for a single purchase without incurring a loss on that specific transaction.
A Call to Action (CTA) is an instruction, often in the form of a button or link, designed to provoke an immediate response from the audience.
Click-Through Rate (CTR) is a digital advertising metric that measures the ratio of clicks an ad receives to the number of times it is shown (impressions).
A prompt that tells users what action to take next, such as "Shop Now" or "Learn More."
The hierarchical organization of advertising campaigns, ad sets, and ads.
An ad format that displays multiple images or videos in a swipeable card format.
Claude Code is an AI-powered coding assistant developed by Anthropic that functions within a developer's environment to assist with code generation, task planning, and project comprehension.
Modular capabilities that extend AI agent functionality in OpenClaw and Clawd frameworks.
A cloud platform for deploying and managing AI agents and automation workflows.
A marketplace and registry for AI agent skills and automation components.
A cold friendly offer is a strategic promotion designed to convert prospecting audiences who are unfamiliar with a brand. By providing high perceived value, such as heavily discounted bundles or low-risk entry points, this offer structure aims to overcome the trust barrier inherent in cold traffic and generate immediate sales.
Visitors who have no prior relationship with your brand.
Competitive intelligence (CI) is the ethical and legal process of collecting, analyzing, and distributing information about competitors, the competitive landscape, and market trends. Its primary goal is to provide actionable insights that support strategic decision-making, helping businesses anticipate market shifts, identify opportunities, and mitigate risks to gain a sustainable advantage.
Researching competitor strategies, creative, and positioning to inform your own.
A content hook is the first few seconds of a video or the opening of a written piece designed to immediately capture the audience's attention and compel them to continue engaging.
The journey users take from first exposure to completing a desired action.
The percentage of users who complete a desired action after seeing or clicking an ad.
Conversion rate is the percentage of users or visitors who complete a desired action out of the total number of visitors.
A digital advertising metric that measures the total cost an advertiser pays for a single, specified action from a potential customer, such as a sale, lead, or form submission.
Cost Per Click (CPC) is a digital advertising pricing model where an advertiser pays a fee each time one of their ads is clicked.
Cost Per Mille (CPM) is an advertising pricing model where advertisers pay a set fee for every one thousand impressions an advertisement receives.
Creative fatigue occurs when an ad's effectiveness decreases because the target audience has seen it too frequently, leading to lower engagement and conversions.
Creative research is the systematic process of analyzing advertising creative elements—such as visuals, copy, and formats—to understand performance, identify trends, and inform future campaign development.
A planned approach to developing ad creative that aligns with business goals.
Systematically testing different ad creative variations to find top performers.
An audience created from your own customer data, website visitors, or app users.
Customer Acquisition Cost (CAC) is the total expense incurred by a business to gain a new customer over a specific time period.
Direct-to-Consumer - a business model where brands sell directly to customers without intermediaries.
Demand-Side Platform - software for advertisers to buy ad inventory programmatically.
The Dead Internet Theory is a concept suggesting that the internet is no longer dominated by genuine human activity, but instead consists mainly of bot activity and algorithmically generated content.
An e-commerce model where sellers don't hold inventory but ship directly from suppliers.
Ad platform feature that automatically tests combinations of creative elements.
Generative Engine Optimization (GEO) is the practice of adapting digital content and online presence to improve visibility and accuracy in results generated by large language models (LLMs) and other AI systems.
Google's advertising platform for Search, Display, YouTube, and more.
A detailed description of a theoretical company that gains significant value from a product or service and, in turn, provides substantial value to the business.
An impression is a single instance of a digital advertisement being displayed on a webpage, in an application, or on a social media feed.
Partnering with influential individuals to promote products to their audience.
Large Language Model - AI systems trained on vast text data to understand and generate human language.
The specific webpage users arrive at after clicking an ad.
Lifetime Value (LTV), or Customer Lifetime Value (CLV), is a predictive metric that represents the total net profit a business expects to earn from a single customer over the entire duration of their relationship.
An audience created by finding people similar to your existing customers or leads.
A major marketing channel or strategic function, such as SEO or paid advertising, that serves as a foundational component of a company's overall marketing plan.
Advertising on Facebook and Instagram through Meta's advertising platform.
An AI-powered bot framework for automating tasks and building conversational agents.
The PAS Framework, which stands for Problem-Agitate-Solution, is a classic copywriting formula used to create persuasive marketing messages. It works by first identifying a customer's pain point (Problem), intensifying their emotional response to it (Agitate), and then presenting a product or service as the ideal remedy (Solution).
PPC (Pay-Per-Click) is a digital advertising model where an advertiser pays a fee each time one of their ads is clicked.
Google's AI-powered campaign type that automates ads across all Google channels.
A small piece of code that tracks user actions on your website for advertising purposes.
Automated buying and selling of ad inventory using software and algorithms.
The practice of crafting effective prompts to get optimal outputs from AI models.
Targeting new potential customers who haven't interacted with your brand.
Return on Investment (ROI) is a performance metric that measures the profitability of an investment relative to its cost.
The total number of unique users who have seen your ad or content.
Short-form video ads appearing in Instagram or Facebook Reels.
Another term for retargeting - showing ads to previous visitors or customers.
Showing ads to people who have previously interacted with your brand or website.
Return on Ad Spend (ROAS) is a key performance indicator that measures the gross revenue generated for every dollar spent on an advertising campaign.
Software as a Service - cloud-based software delivered via subscription.
Increasing ad spend while maintaining or improving performance metrics.
A marketing principle that increases perceived value by limiting availability.
Evidence that others have used and approved of your product or service.
A Sovereign Agent is a central software component that orchestrates communication and task execution between a user's interface and an AI's core processing unit.
Running controlled experiments to compare different versions of ads or settings.
A Standard Operating Procedure (SOP) is a set of step-by-step instructions compiled by an organization to help workers carry out routine operations.
Vertical, full-screen ads that appear between user stories on social platforms.
A customer statement endorsing a product or service based on their experience.
Advertising on TikTok through TikTok Ads Manager.
A problem-solving method where various approaches are tried successively until a successful outcome is achieved, often without a systematic hypothesis.
