Glossary

Definitions of the startup and product terms founders actually use, with formulas, benchmarks and worked examples.

A

A/B Testing

A/B testing (split testing) means showing two versions of something to different users and measuring which performs better. Version A vs. Version B. Data wins, opinions lose.

Account-Based Selling

Account-based selling is a sales strategy that targets a curated list of specific named companies individually, tailoring outreach and pitch to each one, instead of casting a wide net across anyone who might vaguely fit.

Activation Rate

Activation rate is the percentage of signups who complete a key action that signals they got value. High activation predicts retention.

ACV (Average Contract Value)

Average Contract Value is the average annual revenue per customer contract. Used to segment customers and set sales strategy.

AI Wrapper

An AI wrapper is a product built mainly as a thin interface on top of an existing foundation model's API, adding a prompt, a UI, and light orchestration without materially extending what the underlying model can do on its own.

Angel Investor

An angel investor is an individual who invests their own money in early-stage startups in exchange for equity. Angels typically write $10k-$100k checks and invest before VCs enter.

API (Application Programming Interface)

An API lets one piece of software talk to another. It's a set of rules and endpoints that define how apps can request data or trigger actions from a service.

ARR (Annual Recurring Revenue)

ARR is the yearly value of recurring subscription revenue. It's MRR × 12, normalized to show annual run rate. SaaS investors care about ARR more than MRR at scale.

C

CAC (Customer Acquisition Cost)

CAC is how much it costs to acquire one paying customer. Calculate it by dividing total sales and marketing spend by the number of new customers acquired in that period.

Churn Rate

Churn rate is the percentage of customers who cancel their subscription in a given period. It's the silent killer of SaaS businesses—you can't grow faster than you're losing customers.

CI/CD (Continuous Integration / Continuous Deployment)

CI/CD automates the process of testing and deploying code. Continuous Integration merges code changes frequently and runs automated tests. Continuous Deployment automatically pushes passing code to production.

COGS (Cost of Goods Sold)

COGS (Cost of Goods Sold) is the direct cost of delivering your product to each customer. For a SaaS business that means hosting, third-party API fees, and payment processing, not sales, marketing, or general overhead.

Cohort Analysis

A method of grouping users by a shared characteristic (usually signup date) and analyzing their behavior over time to identify patterns in retention, engagement, and revenue.

Competitive Moat

A competitive moat is a structural advantage that makes a business hard for competitors to copy or beat, even after they see exactly what you're doing and try to replicate it.

Content Marketing

Content marketing is creating and publishing useful content, articles, guides, comparison pages, tools, to attract an audience organically, rather than paying for each visitor through ads.

Contribution Margin

Contribution margin is revenue per customer minus variable costs (COGS). Shows how much each sale contributes to covering fixed costs and profit.

Conversion Rate

Conversion rate is the percentage of visitors who complete a desired action. Could be signing up, starting a trial, making a purchase—whatever matters for your business.

Customer Discovery

Customer discovery is the process of talking directly to potential customers before or while you build, to find out whether the problem you assume exists actually exists and whether people would pay to solve it.

P

Payback Period

Payback period is how long it takes to recover the cost of acquiring a customer (CAC). Calculated as CAC divided by monthly profit per customer.

Pirate Metrics

The AARRR framework for tracking startup growth: Acquisition, Activation, Retention, Revenue, Referral.

Pivot

A startup pivot is like a strategic shift or change of course. It's usually prompted by insights gained from user testing and analysis. Startups make pivots to adapt their product or strategy to better suit the needs and preferences of the market and their customers.

PLG (Product-Led Growth)

PLG is a go-to-market strategy where the product itself is the primary driver of customer acquisition, conversion, and expansion—not sales or marketing teams.

PMF (Product-Market Fit)

Product-market fit happens when your product solves a real problem for a specific market so well that people actively seek it out, use it regularly, and tell others about it.

PQL (Product Qualified Lead)

A user who has experienced meaningful value in your product and is likely to convert to a paying customer.

Pre-Seed

Pre-seed is the earliest funding round before seed, typically $50k-$500k. Founders raise from angels, friends, family, or micro VCs to build an MVP and validate the idea before raising institutional seed.

Pricing Model

A pricing model is the overall structure a company uses to charge customers, the framework that decides what gets metered, whether price scales with usage, seats, or value delivered, and how customers move between tiers.

S

SaaS (Software as a Service)

SaaS is software delivered over the internet on a subscription basis. Instead of buying and installing software, users access it through a browser. No servers to manage, no updates to install.

SAFE (Simple Agreement for Future Equity)

A SAFE (Simple Agreement for Future Equity) is a financing instrument, introduced by Y Combinator in 2013, that lets an investor give a startup cash now in exchange for the right to receive equity later, when the company raises a priced round. It isn't debt: there's no interest rate and no maturity date.

SAM (Serviceable Available Market)

SAM (Serviceable Available Market) is the portion of your Total Addressable Market (TAM) that your product and business model can actually serve today, narrowed by geography, language, product capability, pricing and the customer segments you sell to.

Second-Order Effects

The indirect consequences of a decision or action, beyond the immediate first-order result.

Seed Funding

The first significant round of venture capital funding for a startup, typically used to validate product-market fit and build the initial team. Seed rounds usually range from $500k to $3M.

Seed Stage

Seed stage describes a company that has raised, or is raising, its first institutional round. The product usually exists and has early users, and the money is there to find repeatable go-to-market rather than to discover the idea.

Self-Service SaaS

Self-service SaaS lets customers sign up, try, and buy without talking to sales. Product sells itself through trial and onboarding.

SEO (Search Engine Optimization)

SEO is the practice of optimizing your website so it ranks higher in Google search results. Higher ranking = more organic traffic = more customers without paying for ads.

Series A

Series A is typically the first institutional VC round after seed funding. Startups raise $2M-$15M to scale a proven business model. You need strong traction—revenue, users, growth—to raise a Series A.

Series B

Series B is the funding round that follows Series A, typically raised once a startup has clear product-market fit and a repeatable go-to-market motion, and needs capital to scale that motion rather than find it.

Solopreneur

A solopreneur runs an entire business alone, handling product, marketing, sales, and support without co-founders or employees, whether or not that business involves building software at all.

SQL (Sales Qualified Lead)

Sales Qualified Lead is a lead that sales has vetted and deemed ready for direct outreach. Fits ICP, has budget, shows intent.

Startup Incubator

Startup incubators are programs that offer early-stage companies and entrepreneurs mentorship, funding, and resources to help them grow. In exchange, incubators receive a share of the company's equity.