In this article
A reference you can use while doing the work
We went through the pain of this so you don’t have to. Here is the plain-English version, with a practical example for every term.
A full calendar can hide an expensive sales process. A large pipeline can hide poor fit. The useful question is whether the right clients can buy, receive the promised result, and leave enough contribution to support the business. Use this guide to connect the words in a marketing report to the decisions you actually make.
About the numbers: these are hypothetical teaching examples, not business results or recommended targets. Dollar amounts use USD for illustration.
1. Understand the client-acquisition funnel
ICP — ideal customer profile
A description of the customer situation your service can serve well, including need, fit and constraints. It is a working hypothesis to test.
Example: A bookkeeping service focuses on owner-run shops with two locations and a monthly reporting backlog, rather than “all small businesses.”
Positioning
The reason a specific buyer should choose your service over their realistic alternatives.
Example: A consultant promises a clearly scoped onboarding review for subscription software, rather than describing themselves only as a full-service strategist.
Lead
An identifiable person or organization that has expressed interest. A name on a purchased list is not evidence of intent.
Example: Twenty people request a consultation; those are 20 enquiries before qualification and deduplication.
Qualified lead
A lead that meets your agreed fit criteria. State the criteria before reporting the count.
Example: Of 100 enquiries, 40 have the relevant problem, a feasible budget and a decision-maker involved: 40% qualify.
CPL — cost per lead
The selected acquisition cost divided by leads. Label whether the numerator includes advertising alone or all campaign costs.
Example: $1,000 ad spend ÷ 100 leads = $10 ad-only CPL. It does not tell you what a paying client costs.
Cost per qualified lead
Selected acquisition cost divided by leads meeting the qualification rule.
Example: $1,000 ad spend ÷ 40 qualified leads = $25 per qualified lead, before sales labor.
Booking and show rates
Booking rate divides booked calls by eligible leads; show rate divides attended calls by booked calls in the same cohort.
Example: Twenty of 40 qualified leads book: 50%. Sixteen attend those 20 bookings: 80% show rate.
Proposal win rate
Won engagements divided by decided proposals. State how pending, withdrawn and lost proposals are handled.
Example: Five wins among 20 decided proposals = 25%. Ten proposals still awaiting a decision stay outside that denominator.
2. Know what a client is worth
CAC — customer acquisition cost
Acquisition-related sales and marketing cost divided by new customers acquired on a consistent basis. Match costs to the sales cycle where practical.
Example: $2,000 of ads, sales labor and campaign tools ÷ five new clients = $400 CAC. Ad-only cost is a different number.
ROAS — return on ad spend
Attributed revenue or conversion value divided by ad spend. It measures the configured value, not profit or proven additional sales.
Example: $8,000 attributed revenue ÷ $2,000 ads = 4× revenue ROAS, before delivery and overhead.
Revenue
Income earned from delivering the agreed service, under your accounting policy. Contracts signed and cash collected may occur at different times.
Example: A $6,000 three-month service delivered evenly may earn $2,000 monthly even when the client pays upfront.
Contribution margin
Revenue less the costs that vary with the work. State which costs are included and whether acquisition is deducted.
Example: A $2,000 project minus $800 variable delivery cost leaves $1,200 contribution before acquisition and overhead: 60%.
Gross margin
Revenue less cost of services, divided by revenue. Cost-of-services accounting can include delivery salaries that do not vary with each job.
Example: $10,000 revenue minus $6,000 cost of services leaves $4,000 gross profit and 40% gross margin.
LTV — customer lifetime value
Expected value across a customer relationship. Specify revenue or contribution, the horizon, and the evidence behind the estimate.
Example: A modeled three-project relationship at $2,000 per project gives $6,000 revenue LTV. At 60% contribution it gives $3,600 before acquisition.
LTV:CAC
Customer value divided by acquisition cost, using compatible definitions. Contribution LTV is more useful for assessing acquisition economics than revenue alone.
Example: $3,600 modeled contribution LTV ÷ $400 CAC = 9×. That attractive model still depends on three projects actually happening.
CAC payback
The time until cumulative contribution from a customer covers acquisition cost. Profitability and cash collection are separate checks.
Example: $600 CAC with $200 monthly contribution pays back after three full months of earned contribution, if the customer stays.
3. Protect delivery, cash and recurring relationships
Scope
The deliverables, boundaries, assumptions and acceptance criteria for an engagement.
Example: A landing-page review includes five recommendations and one review call; copywriting and implementation are separately scoped.
Scope creep
Additional work that enters an engagement without a matching change to time, price or boundaries.
Example: Three unplanned revision rounds add six hours to a fixed-fee job. Record and agree the change before doing more.
Utilization
Delivery or billable hours divided by a clearly defined pool of available hours. These are different versions; label the one you use.
Example: Forty-eight delivery hours ÷ 80 available working hours = 60% delivery utilization.
Capacity
The amount of work your team can reliably deliver after allowing for sales, administration, leave and quality checks.
Example: Eighty available hours with 32 reserved for non-delivery work leaves 48 hours: four 12-hour projects.
Realized hourly revenue
Earned project revenue divided by actual delivery hours. It is not hourly profit.
Example: A $2,400 project taking 30 hours realizes $80 per delivery hour before costs; at 40 hours it realizes $60.
MRR and ARR
Monthly recurring revenue normalizes recurring subscriptions or retainers; ARR annualizes eligible MRR. Neither is a forecast or total revenue.
Example: Ten ongoing $500 monthly retainers = $5,000 MRR and $60,000 annualized ARR. Exclude one-time setup fees.
Client retention and churn
Retention is the share of a starting client cohort still active at the end; churn is the share lost under the same definition.
Example: Eighteen of 20 starting retainer clients remain: 90% client retention and 10% churn. New clients are excluded.
Cash flow and receivables
Cash flow tracks money actually moving in and out. Receivables are amounts owed for invoiced work.
Example: You invoice $5,000 but receive $2,000 while paying $3,000: cash flow is −$1,000 and $3,000 remains receivable.
4. Use systems without losing the meaning
CRM — customer relationship management
The process and system for managing customer records, stages, ownership and follow-up.
Example: One enquiry record stores its source, qualification decision, next step and owner, rather than three disconnected spreadsheets.
Pipeline
Open opportunities by stage. Its face value is not booked revenue or cash.
Example: Four undecided $5,000 proposals form $20,000 of proposal-stage pipeline; none is yet a win.
Attribution
Rules that assign credit to touchpoints. Different systems can credit the same customer.
Example: A client clicks an ad, reads an email and books from a referral link. Three dashboards claiming credit do not mean three clients.
Integration, API and webhook
An integration connects systems; an API is an interface for requests; a webhook is an event notification.
Example: A confirmed booking sends a webhook to a connector, which uses the CRM API to update one enquiry record.
Automation and AI agent
An automation follows configured rules; an agent can choose steps with permitted tools. Both need a defined task and a way to check completion.
Example: An agent drafts a weekly pipeline summary and flags missing follow-ups; the account owner reviews it before contacting prospects.
TCO — total cost of ownership
The full cost of a tool across fees, setup, usage, training, maintenance and exit.
Example: $50 monthly software plus two $40 setup hours costs $130 in month one, before usage charges and ongoing upkeep.
See the concepts work together
Worked example · common scale
One lead cohort, four different counts
Worked example · calculation steps
What remains from a $2,000 engagement
Worked example · common scale
Capacity before another sale
Use an app marketplace to fill one real gap
An app marketplace is a directory of extensions for a particular platform. It can help you add a missing capability to your current site or workflow. Start with the customer’s stuck step and the metric you expect to change, then search for the capability.
| Need | What to investigate |
|---|---|
| Your CRM or booking system loses qualified enquiries | Look for booking-to-CRM sync, required fields, task ownership and deduplication. Test one new enquiry, a reschedule and a cancellation. |
| Where to look | HubSpot Marketplace for CRM extensions; WordPress plugins for site forms and booking; Zapier’s app directory for cross-tool connections. |
- Name the job. Write one sentence: “When this event happens, this person needs this useful next step.” Check whether your current plan already supports it.
- Compare two or three candidates. Check the required plan, current fees and usage limits, recent maintenance, support, permissions, supported data fields and cancellation terms.
- Calculate the full cost. Include setup and maintenance. A $60 monthly app needs three genuinely additional sales at $20 contribution per sale to cover its fee. With $120 setup, the first month needs nine such sales. Sales merely credited to the app are not necessarily additional.
- Test a complete journey. Use a safe test account or draft environment. Check success, failure, cancellation and duplicate events; verify mobile behavior and what happens after uninstalling.
- Keep or remove it on evidence. Record a baseline, an owner and a review date. Measure contribution, reliability or usable time saved. Hours freed are capacity until you actually turn them into value.
Directory links are ordinary official links. Availability, compatibility and pricing can change; verify the listing before installing. An app recommendation should explain fit and trade-offs rather than treating every popular extension as essential.
Give an AI agent a useful, reviewable job
Ask an agent to reconcile definitions, check arithmetic, research app capabilities, classify anonymized feedback or draft a weekly review. Provide the source records and your cost definitions. Keep purchases, live installations, customer messages and budget changes subject to the permissions you explicitly grant.
Review this anonymized enquiry cohort and its cost definitions. Recalculate qualified-lead rate, proposal win rate and CAC. Flag missing stages, duplicate clients and pending proposals. Separate observed facts from guesses. Propose one change for a human to review; do not contact leads or change budgets.
Check the result against the original records. A polished explanation is not proof that the data is complete or that the proposed change will work.
Put five terms to work this week
- Choose one decision. What are you trying to improve or learn?
- Select five measures at most. Define the event, denominator, time window, costs and source for each.
- Calculate one real example. Reconcile it with an order, customer, invoice or observed task.
- Make one bounded change. Record the hypothesis, owner, cost limit and review date.
- Review the evidence. Continue, revise or stop. Record uncertainty and customer feedback alongside the numbers.
Use the ROAS, ARR, GRR and AOV guide for a deeper economics walkthrough. If you can identify the stuck step but need help changing it, explore the Growth Sprint scope. Bring one funnel, its definitions, and an example enquiry—not a dashboard screenshot alone.
Definitions and further reading
Numerical examples, graphics and exercises in this guide are original hypothetical teaching scenarios. They are not client results, industry benchmarks or forecasts. Different examples are independent unless explicitly connected. For platform-specific reporting definitions, consult Google Ads on CTR and Shopify on customer lifetime value. Report your own cost scope and observed cohort horizon alongside any simplified LTV model. Official marketplace directories were checked November 2, 2026.
Want this applied to your business? Growth Sprint is one fixed-price session to find where your customers drop off and fix the part that matters most.
