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Reference

Glossary

No buzzword soup. Just plain English definitions for all the tech jargon digital marketing people throw around. 67 terms and counting.

A/B Testing

(Split Testing)

Running two versions of something simultaneously to see which performs better. Half your audience sees version A, half sees B. Data decides the winner, not opinions.

Example: Same email, two subject lines. Send each to 500 people. Open rates: 22% vs 18%. Version A wins. Now you know.

ADA Compliance

(Americans with Disabilities Act Compliance)

Federal law requiring websites to be usable by people with disabilities. Originally written for physical spaces, now aggressively applied to digital properties. Plaintiff attorneys have built entire practices around suing non-compliant sites.

Example: A website that can't be navigated with a keyboard fails ADA compliance. That failure has a price tag attached.

AI

(Artificial Intelligence)

Software that performs tasks typically requiring human judgment: pattern recognition, language understanding, decision-making. The current wave is dominated by large language models, but AI encompasses everything from spam filters to autonomous vehicles.

Example: When your email client separates spam from legitimate messages, that's AI. When ChatGPT writes your cold outreach, that's also AI. Same category, different sophistication.

API

(Application Programming Interface)

The contract that lets two pieces of software exchange information. When your calendar knows about your email, or your CRM updates when someone fills out a form, that's an API doing the handoff.

Example: Clicking 'Sign in with Google' triggers an API call. You never see it. You just get logged in.

ARR

(Annual Recurring Revenue)

MRR multiplied by 12, or the annual value of all subscriptions. The number investors and acquirers care about. The scale at which recurring revenue businesses get measured.

Example: $5,000 MRR = $60,000 ARR. Cross $1M ARR and you've hit a SaaS milestone. Cross $10M and people return your calls.

Automation

Using software to perform repetitive tasks without human intervention. The difference between doing something once and having it done a thousand times without additional effort.

Example: Manually updating a spreadsheet every time someone books a call is work. Connecting the calendar to the spreadsheet is automation.

B2B

(Business-to-Business)

Commerce where businesses sell to other businesses, not consumers. Longer sales cycles, higher deal values, more stakeholders, different psychology than B2C. Your customer has a boss they need to justify the purchase to.

Example: Selling accounting software to law firms is B2B. Selling that same software to freelancers is B2C. Same product, different motion.

Bounce Rate

The percentage of visitors who arrive, see one page, and leave without doing anything else. High bounce rates usually signal a mismatch between what someone expected and what they found.

Example: 70% bounce rate means 7 out of 10 visitors looked at your homepage and immediately decided they were in the wrong place.

Breach

(Data Breach)

Unauthorized access to protected data. Could be a sophisticated attack or a misconfigured database. Either way, your customer data is now somewhere it shouldn't be, and you have obligations: legal and ethical.

Example: A hacker downloads your customer database. That's a breach. So is accidentally leaving a backup file on a public server.

CAC

(Customer Acquisition Cost)

The total cost of acquiring a new customer: advertising, sales commissions, onboarding, everything. The number that, compared to LTV, determines whether your business model works.

Example: You spend $500 in ads and sales time to land a customer worth $2,400. CAC = $500. LTV:CAC ratio = 4.8:1. That's healthy.

CDN

(Content Delivery Network)

A global network of servers that delivers your website's files from locations physically close to each visitor. Faster load times, reduced server strain, better resilience against traffic spikes and attacks.

Example: Your server is in New York. A visitor in Tokyo gets your images from a CDN node in Tokyo. Milliseconds matter.

Churn Rate

The percentage of customers who cancel or don't renew within a given period. The leak in your bucket. Acquiring customers costs money; losing them costs more.

Example: You start the month with 100 customers. 5 cancel. That's 5% monthly churn. Compounded over a year, you're replacing nearly half your base.

Cold Outreach

Contacting prospects who have no prior relationship with you. Email, phone, LinkedIn: initiated without permission. Legal when done correctly, effective when done well, spam when done poorly.

Example: You've never heard of me. I email you about my services. That's cold outreach. Whether you read it depends on whether I wrote it well.

Conversion Rate

The percentage of visitors who complete a desired action: purchase, form submission, signup, phone call. The metric that separates websites that exist from websites that work.

Example: 100 visitors, 3 purchases = 3% conversion rate. Whether that's good depends entirely on what you're selling.

Core Web Vitals

Google's three-part speed test for websites: load time (LCP), responsiveness (INP), and visual stability (CLS). Poor scores affect both rankings and user experience. Google will tell you exactly where you're failing.

Example: If a button moves right as you're clicking it, that's a CLS failure. Google noticed. So did your visitor.

CPC

(Cost Per Click)

The actual amount paid for a single click in a PPC campaign. Can be fixed or auction-based depending on the platform. The metric that determines whether paid advertising is sustainable.

Example: Your budget is $100/day. If your CPC is $5, you get 20 clicks. If your CPC is $2, you get 50. Same spend, different math.

CPM

(Cost Per Mille / Cost Per Thousand Impressions)

Advertising pricing based on views rather than clicks. You pay for eyeballs, not actions. Common in display and video advertising where awareness matters more than immediate response.

Example: A $10 CPM means you pay $10 for every 1,000 times your ad is displayed: whether anyone clicks or not.

Credential Exposure

When usernames and passwords appear in publicly accessible breach databases. Usually from third-party breaches, not your systems, but your employees reuse passwords, so it becomes your problem.

Example: Your CFO used their work email for a fitness app. That app got breached. Now their password is in a database anyone can search.

CRM

(Customer Relationship Management)

Software that stores everything about your leads and customers: contact info, conversation history, deal stages, purchase records. The single source of truth for revenue operations.

Example: Salesforce, HubSpot, Pipedrive. If you're still tracking customers in a spreadsheet, you don't have a CRM. You have a liability.

CTR

(Click-Through Rate)

The percentage of people who click after seeing something: an ad, an email, a search result. The bridge metric between being seen and being engaged with.

Example: Your email reaches 1,000 inboxes. 50 people click a link. That's a 5% CTR. For cold email, that's actually good.

Data Sovereignty

Ownership and control of your business data. It lives on infrastructure you control, in formats you can export, with no vendor holding it hostage. If a platform disappears tomorrow, you still have everything.

Example: Your CRM vendor goes bankrupt. Can you walk away with your data intact? That's the sovereignty test.

Deliverability

(Email Deliverability)

The percentage of your emails that actually reach the inbox: not spam, not bounced, not silently dropped. The unsexy foundation of email marketing. If your deliverability is poor, nothing else matters.

Example: Send 1,000 emails. 200 hit spam, 50 bounce. Your deliverability is 75%. Your open rate math just got a lot worse.

DKIM

(DomainKeys Identified Mail)

A cryptographic signature added to outgoing emails proving they weren't altered in transit and actually came from your domain. Part of the email authentication triad.

Example: You send an email. DKIM adds an encrypted signature. The recipient's server checks the signature against your public key. Match means authentic.

DMARC

(Domain-based Message Authentication, Reporting & Conformance)

A policy that tells receiving servers what to do with emails that fail SPF or DKIM checks: accept, quarantine, or reject. Also provides reporting so you can see who's spoofing your domain.

Example: Your DMARC policy says 'reject emails that fail authentication.' Spoofed emails using your domain get dropped. You get a report showing who tried.

Domain Authority

(Domain Authority (DA))

A score (0-100) predicting how likely a website is to rank in search results. Created by Moz, not Google, but useful as a relative benchmark. Higher authority sites pass more link value.

Example: A backlink from a DA 80 site (major publication) matters more than 50 links from DA 15 sites (random blogs).

Drip Campaign

A sequence of automated emails sent over time, triggered by a specific action. Each message builds on the last, nurturing the recipient toward a decision without manual intervention.

Example: Someone downloads your guide. Day 1: the guide. Day 3: a case study. Day 7: an invitation to talk. That's a drip campaign.

Entity

(Entity (in AI/Knowledge Graphs))

A distinct, identifiable thing that AI systems recognize as unique: a person, company, place, or concept. When AI confuses you with someone else, you have an entity confusion problem.

Example: Steve Cohen (Mets owner), Steve Cohen (magician), S. Matthew Cohen (that's me). Three different entities. AI often merges them.

Funnel

(Sales/Marketing Funnel)

The staged journey from stranger to customer. Wide at the top (awareness), narrow at the bottom (purchase). Every stage loses people. The goal is understanding where they drop and fixing the leaks.

Example: 1,000 visitors → 100 leads → 25 calls → 5 customers. That's your funnel. The 995 who didn't buy tell you where to focus.

GDPR

(General Data Protection Regulation)

European Union law governing how personal data can be collected, stored, and processed. Applies to any business handling EU residents' data, regardless of where that business is located.

Example: You're based in Ohio. A German visitor fills out your contact form. GDPR now applies to how you handle that submission.

GEO

(Generative Engine Optimization)

The practice of ensuring AI systems: ChatGPT, Perplexity, Gemini: represent your brand accurately. Traditional SEO is about ranking. GEO is about truth. Different problem, different solution.

Example: Someone asks Claude about your company. It invents a founder name. That's not a ranking issue. That's a GEO failure.

Google Business Profile

(Google Business Profile (formerly Google My Business))

Your free business listing on Google Search and Maps. Controls what appears when people search your name: address, hours, photos, reviews. For local businesses, often more important than your actual website.

Example: Search any restaurant. That box on the right with hours and reviews? That's their Google Business Profile.

Hallucination

(AI Hallucination)

When an AI states false information with complete confidence. It's not lying: it genuinely doesn't know it's wrong. The model predicted plausible-sounding text that happens to be fabricated.

Example: ChatGPT says your company was founded in 2015. It wasn't. ChatGPT doesn't know that. It just sounded right.

Headless CMS

A content management system that stores and delivers content via API, with no built-in front-end. You control exactly how content appears. More flexibility, more complexity, better performance.

Example: WordPress shows your content the WordPress way. A headless CMS just gives you the data. You decide how to display it.

HIPAA

(Health Insurance Portability and Accountability Act)

U.S. federal law governing the protection of health information. If you handle patient data (even tangentially) you have compliance obligations. Violations carry serious fines.

Example: A marketing agency builds a website for a clinic. If that site collects patient information, HIPAA applies to the agency too.

JAMstack

(JavaScript, APIs, Markup)

An architecture pattern where websites are pre-built as static files, enhanced with JavaScript, and connected to services via APIs. Fast, secure, scalable, but requires different thinking than traditional CMS.

Example: Instead of a server generating each page on request, JAMstack sites are pre-built and served from a CDN. The server isn't a bottleneck because there isn't one.

Knowledge Graph

A structured database of entities and their relationships. Google's Knowledge Graph powers those information boxes in search results. AI models learn from similar structures to 'know' facts about the world.

Example: Search 'Barack Obama.' That box with his birthday, spouse, and tenure dates comes from Google's Knowledge Graph.

Landing Page

A standalone page designed for a single purpose: usually capturing leads or driving a specific conversion. No navigation distractions, no alternative paths. Arrive, decide, act.

Example: Your ad promises a free guide. The link goes to a page with one option: enter your email to get the guide. That's a landing page.

Lead Enrichment

The process of appending additional data to a basic lead record. Someone submits their email; enrichment adds their job title, company, phone number, LinkedIn profile, and company size. Turns a name into a prospect profile.

Example: Form submission: just an email. Post-enrichment: email, title, company, direct dial, estimated revenue.

Lead Magnet

Something valuable offered free in exchange for contact information. Guides, templates, calculators, audits: anything worth an email address. The opening move in the permission relationship.

Example: 'Download our free 2024 SEO Checklist': that checklist is the lead magnet. Your email is the price.

LLM

(Large Language Model)

The neural network architecture behind ChatGPT, Claude, Gemini, and similar tools. Trained on massive text datasets to predict what words should come next. Remarkably capable. Also remarkably confident when wrong.

Example: When you ask ChatGPT a question, an LLM is generating the response word by word.

Local Pack

(Google Local Pack / Map Pack)

The box of three local businesses that appears at the top of Google search results with a map. Prime real estate. Getting into the pack for your target keywords dramatically increases visibility and calls.

Example: Search 'plumber near me.' Those three businesses with pins on the map? That's the Local Pack. Everyone below them is fighting for scraps.

LTV

(Lifetime Value / Customer Lifetime Value)

The total revenue expected from a customer over the entire relationship. The number that tells you how much you can afford to spend acquiring them.

Example: Average customer stays 2 years, pays $100/month. LTV = $2,400. Now you know your acquisition ceiling.

Marketing Automation

Software that executes marketing tasks automatically based on triggers, rules, and schedules. Email sequences, lead scoring, list segmentation, campaign orchestration. The machinery behind scalable marketing.

Example: A lead visits your pricing page three times. Marketing automation scores them as 'high intent' and alerts sales. No human watched that happen.

Monitoring

(Website/Security Monitoring)

Automated systems that watch your digital properties for problems: downtime, performance degradation, security anomalies, configuration changes. The alternative is finding out from customers. Or attackers.

Example: Your site goes down at 2 AM. Monitoring alerts you immediately. Without it, you find out when someone tweets about it.

MRR

(Monthly Recurring Revenue)

The predictable revenue generated every month from subscriptions. The heartbeat metric for subscription businesses. Not total revenue: just the portion you can count on repeating.

Example: 100 customers paying $50/month = $5,000 MRR. Lose 10, gain 15, your MRR changes accordingly.

NAP Citation

(Name, Address, Phone Citation)

Your business's name, address, and phone number listed consistently across directories, review sites, and data aggregators. Consistency signals legitimacy to Google. Inconsistency signals chaos.

Example: Your Google listing says '123 Main St.' Yelp says '123 Main Street.' Yellow Pages says '123 Main.' Google trusts none of them.

Organic Traffic

Visitors who arrive through unpaid search results. They searched, you appeared, they clicked: no advertising cost per visit. The long game of SEO.

Example: Someone searches 'how to improve email deliverability,' finds your blog post, clicks through. That's organic traffic.

Pipeline

(Sales Pipeline)

The collection of active deals being worked at any given time. Unlike a funnel (theoretical stages), a pipeline contains actual opportunities with names, dollar values, and close dates attached.

Example: Your pipeline shows $200K in deals: $50K closing this month, $80K next month, $70K uncertain. That's your forecast.

PPC

(Pay-Per-Click)

Advertising model where you pay each time someone clicks your ad. The dominant model for search and social advertising. You bid on attention, one click at a time.

Example: You bid $2 per click on 'plumber near me.' Someone clicks your ad. You pay $2 whether or not they call you.

Retargeting

(Retargeting / Remarketing)

Advertising that follows people who've already interacted with your website. They visited, they left, now your ads appear as they browse elsewhere. Memory persistence through pixels.

Example: You look at shoes on one site. For the next two weeks, those exact shoes appear in ads everywhere. That's retargeting working.

RevOps

(Revenue Operations)

The systems, processes, and data flows connecting sales, marketing, and customer success into a unified revenue engine. Not a department: an architecture. The plumbing that makes a business actually function.

Example: Lead fills out form → CRM updated → sales notified → meeting scheduled → deal tracked. That's RevOps working.

ROI

(Return on Investment)

The ratio between what you gained and what you spent, expressed as a percentage. Calculated as (Profit ÷ Cost) × 100. The only metric that ultimately matters to a business owner, and the one most often fudged in marketing proposals.

Example: Spend $1,000 on ads, generate $4,000 in revenue. Your profit is $3,000, so your ROI is 300%. Some describe this as '4x return' meaning you got back four times what you spent, but the terms aren't interchangeable.

SaaS

(Software as a Service)

Software delivered over the internet, paid by subscription. You don't install it, you don't own it, you don't maintain it. You pay monthly and hope the vendor stays in business.

Example: Salesforce, HubSpot, Slack. You pay, you log in, you use it. They update it, they host it, they own the data unless you export it.

Schema Markup

(Schema Markup / Structured Data)

Code added to your website that explicitly tells search engines what your content means. Labels your data so machines can read it: this is a phone number, this is a price, this person is the author.

Example: Schema markup tells Google that '555-1234' is a phone number, not a random string. Now it's clickable on mobile.

SEO

(Search Engine Optimization)

The practice of improving your website's visibility in search engine results. Encompasses technical performance, content relevance, and external authority signals. The goal: appear when people search for what you offer.

Example: Search 'pizza near me.' The restaurant that appears first invested in SEO. Or got lucky.

SERP

(Search Engine Results Page)

The page of results you see after entering a search query. Contains organic results, paid ads, featured snippets, local packs, knowledge panels. The entire battlefield of visibility.

Example: Search 'best CRM software.' Everything on that page (the ads, the articles, the comparison boxes) is the SERP.

SLA

(Service Level Agreement)

A formal commitment specifying what level of service you'll receive: uptime guarantees, response times, resolution windows. The document you point to when things go wrong.

Example: Your hosting SLA promises 99.9% uptime. That's 8.7 hours of allowed downtime per year. Beyond that, you're owed credits.

SPF

(Sender Policy Framework)

A DNS record that lists which servers are authorized to send email on your domain's behalf. Helps receiving servers verify that emails claiming to be from you actually are.

Example: Your SPF record says 'only emails from these three IPs are legitimately from us.' An email from a different IP gets flagged.

SSL

(Secure Sockets Layer / TLS)

Encryption that protects data traveling between a browser and your server. The padlock icon. The 's' in 'https.' Not optional: browsers now actively warn visitors away from sites without it.

Example: Someone submits a credit card on your site. Without SSL, that number travels in plain text. With SSL, it's encrypted.

UTM Parameters

Tags added to URLs that track where traffic comes from. When someone clicks a link with UTM parameters, your analytics knows exactly which campaign, source, and medium delivered them.

Example: ?utm_source=linkedin&utm_medium=social&utm_campaign=spring_promo tells you that visitor came from your LinkedIn spring promo post.

UX

(User Experience)

The total experience of using a product or website: not just how it looks, but how it feels, how intuitive it is, how much friction exists between wanting to do something and doing it.

Example: A checkout page that requires 12 fields and reloads on every error has poor UX. One that remembers your info and autocompletes has good UX.

WAF

(Web Application Firewall)

A security layer that filters malicious traffic before it reaches your website. Blocks common attacks: SQL injection, cross-site scripting, credential stuffing: without you having to think about them.

Example: Someone tries to inject code through your contact form. The WAF catches it, blocks the request, logs the attempt. You never see it.

WCAG

(Web Content Accessibility Guidelines)

The international technical standard for web accessibility. Published by W3C, referenced by courts interpreting ADA requirements. Following WCAG is both good practice and legal protection.

Example: WCAG requires images to have alt text so screen readers can describe them. Miss this, and you're exposed.

White-Label

A product or service built by one company, rebranded and sold by another. The end customer sees your brand. The builder remains invisible.

Example: We generate the security report. Your logo goes on it. Your client never knows we exist.

Workflow

A defined sequence of steps that moves work from input to output. In software, usually triggered automatically: form submission kicks off email, email response updates CRM, CRM change notifies sales.

Example: Lead downloads whitepaper → wait 2 days → send follow-up email → if opened, notify sales → if not, wait and try again.

Missing a term? Have a question?

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