Marketing Technology
Glossary
Comprehensive glossary of marketing technology, AI, and platform terms. Understand RAG, Amazon SES, multi-tenancy, GA4, AEO, and 50+ other concepts relevant to modern marketing teams.
AI & Machine Learning
RAG (Retrieval-Augmented Generation)
An AI architecture that retrieves relevant information from a knowledge base (documents, databases, websites) before generating a response. Unlike generic AI that relies only on its training data, RAG grounds its outputs in your actual business content — blog articles, product docs, emails, CRM data. This prevents hallucinations and ensures AI-generated content is factually accurate and contextually relevant to your business.
Large Language Model (LLM)
The underlying AI model that powers text generation (GPT, Claude, Gemini, etc.). LLMs are trained on vast amounts of public data. MartechAI layers RAG on top of LLMs so the AI references your private business data, not just public training data.
Brand Voice AI
AI trained on a company's specific writing style, tone, terminology, and guidelines. Generates content that sounds like the brand, not like generic AI.
Autopilot AI
An AI system that continuously monitors your data and proactively surfaces recommendations — SEO opportunities, campaign performance alerts, content gaps — without being asked.
Email & Deliverability
Amazon SES (Simple Email Service)
Amazon's cloud-based email sending service. Pay-as-you-go pricing at $0.10 per 1,000 emails. Used by businesses to send marketing and transactional emails at scale without the markup charged by most marketing platforms.
DKIM (DomainKeys Identified Mail)
An email authentication method that adds a digital signature to outgoing emails, allowing receiving servers to verify the email was sent from an authorized server. Critical for deliverability.
SPF (Sender Policy Framework)
An email authentication protocol that specifies which servers are authorized to send email from your domain. Prevents spoofing and improves deliverability.
Email Sequence
A series of automated emails sent based on triggers (form submission, behavior, time). Used for lead nurture, onboarding, re-engagement, and sales follow-up.
Marketing Analytics
GA4 (Google Analytics 4)
Google's current web analytics platform. Tracks user behavior, traffic sources, conversions, and e-commerce data across websites and apps. Event-based (vs. session-based in Universal Analytics).
GSC (Google Search Console)
Free Google tool that shows how your site appears in search results. Key metrics: search queries driving traffic, average position (ranking), click-through rate (CTR), and technical issues.
Multi-Touch Attribution
A method of assigning credit for a conversion across multiple marketing touchpoints (rather than just the last click). Shows which channels and campaigns actually influence revenue.
ROAS (Return on Ad Spend)
Revenue generated per dollar spent on advertising. ROAS of 4:1 means $4 in revenue for every $1 in ad spend.
Platform & Architecture
Multi-Tenancy
A software architecture where a single application instance serves multiple customer organizations (tenants), with each tenant's data completely isolated from others. Critical for agencies managing multiple clients or enterprises with separate business units.
API (Application Programming Interface)
A set of rules allowing different software applications to communicate. MartechAI's API enables custom integrations and programmatic access to platform data.
OAuth
An open standard for access delegation — the "Log in with Google" flow. Used by MartechAI to securely connect to Google Analytics, Search Console, and other services.
n8n
An open-source workflow automation tool that connects applications via a visual drag-and-drop interface, supporting 400+ integrations.
AEO / GEO (Answer & Generative Engine Optimization)
AEO (Answer Engine Optimization)
Optimizing content to appear in AI-powered answer engines — ChatGPT, Google AI Overviews, voice assistants (Alexa, Siri). Different from traditional SEO because the goal is being the cited source for a specific question, not just ranking #1.
GEO (Generative Engine Optimization)
Broader than AEO. Optimizing for visibility in any generative AI search experience — ensuring your content is surfaced, summarized, or cited by AI tools. Involves structured data, clear question-answer formatting, and authoritative source signals.
Featured Snippet
The highlighted answer box at the top of some Google search results. Often called "position zero." FAQPage schema and clear Q&A formatting increase chances of winning featured snippets.
Sales & CRM
ICP (Ideal Customer Profile)
A detailed description of the perfect customer — industry, company size, role, technology stack, pain points. Used to focus prospecting and marketing on highest-fit accounts.
Lead Scoring
Assigning numerical values to leads based on behavior and attributes to prioritize sales outreach. A lead who visited pricing + downloaded a case study scores higher than one who only read a blog post.
Sales Sequence
An automated series of touchpoints (emails, calls, tasks) designed to move a prospect through the sales process. Combines personalization with automation.
General Marketing
CAC (Customer Acquisition Cost)
The total cost of acquiring a new customer (marketing + sales spend divided by new customers). Lower CAC = more efficient growth.
LTV (Lifetime Value)
The total revenue a business can expect from a single customer over the entire relationship. LTV:CAC ratio of 3:1 or higher indicates healthy unit economics.
A/B Testing
Comparing two versions of an email, webpage, or campaign element to determine which performs better. The winner is used for the full audience.
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